Thirty-First AAAI Conference on Artificial Intelligence

Sponsored by the Association for the Advancement of Artificial Intelligence

Satinder Singh and Shaul Markovitch, Program Cochairs.

February 4 –9, 2017, San Francisco, California USA. Published by The AAAI Press, Palo Alto, California. This proceedings is also available in book format.

Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. PDF file sizes may be large!

Applications

SnapNETS: Automatic Segmentation of Network Sequences with Node Labels / 3
Sorour E. Amiri, Liangzhe Chen, B. Aditya Prakash

Taming the Matthew Effect in Online Markets with Social Influence / 10
Franco Berbeglia, Pascal Van Hentenryck

A Leukocyte Detection Technique in Blood Smear Images Using Plant Growth Simulation Algorithm / 17
Deblina Bhattacharjee, Anand Paul

Partitioned Sampling of Public Opinions Based on Their Social Dynamics / 24
Weiran Huang, Liang Li, Wei Chen

Novel Geometric Approach for Global Alignment of PPI Networks / 31
Yangwei Liu, Hu Ding, Danyang Chen, Jinhui Xu

Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach / 38
Yihui Ma, Jia Jia, Suping Zhou, Jingtian Fu, Yejun Liu, Zijian Tong

Profit-Driven Team Grouping in Social Networks / 45
Shaojie Tang

Gated Neural Networks for Option Pricing: Rationality by Design / 52
Yongxin Yang, Yu Zheng, Timothy M. Hospedales

Local Discriminant Hyperalignment for Multi-Subject fMRI Data Alignment / 59
Muhammad Yousefnezhad, Daoqiang Zhang

Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images / 66
Lequan Yu, Xin Yang, Hao Chen, Jing Qin, Pheng Ann Heng

StructInf: Mining Structural Influence from Social Streams / 73
Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juanzi Li, Guojie Song, Wendy Hall, Jimeng Sun

Artificial Intelligence and the Web

Transitive Hashing Network for Heterogeneous Multimedia Retrieval / 81
Zhangjie Cao, Mingsheng Long, Jianmin Wang, Qiang Yang

Marrying Uncertainty and Time in Knowledge Graphs / 88
Melisachew Wudage Chekol, Giuseppe Pirró, Joerg Schoenfisch, Heiner Stuckenschmidt

TweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning / 95
Aleksandr Farseev, Tat-Seng Chua

POI2Vec: Geographical Latent Representation for Predicting Future Visitors / 102
Shanshan Feng, Gao Cong, Bo An, Yeow Meng Chee

A Dependency-Based Neural Reordering Model for Statistical Machine Translation / 109
Christian Hadiwinoto, Hwee Tou Ng

Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents / 116
Dongxiao He, Zhiyong Feng, Di Jin, Xiaobao Wang, Weixiong Zhang

Random-Radius Ball Method for Estimating Closeness Centrality / 125
Wataru Inariba, Takuya Akiba, Yuichi Yoshida

Read the Silence: Well-Timed Recommendation via Admixture Marked Point Processes / 132
Hideaki Kim, Tomoharu Iwata, Yasuhiro Fujiwara, Naonori Ueda

Treatment Effect Estimation with Data-Driven Variable Decomposition / 140
Kun Kuang, Peng Cui, Bo Li, Meng Jiang, Shiqiang Yang, Fei Wang

A Declarative Approach to Data-Driven Fact Checking / 147
Julien Leblay

Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding / 154
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying

Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems / 161
Yishuang Ning, Jia Jia, Zhiyong Wu, Runnan Li, Yongsheng An, Yanfeng Wang, Helen Meng

Understanding the Semantic Structures of Tables with a Hybrid Deep Neural Network Architecture / 168
Kyosuke Nishida, Kugatsu Sadamitsu, Ryuichiro Higashinaka, Yoshihiro Matsuo

Radon – Rapid Discovery of Topological Relations / 175
Mohamed Ahmed Sherif, Kevin Dreßler, Panayiotis Smeros, Axel-Cyrille Ngonga Ngomo

Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity / 182
Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, Heng Tao Shen

Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation / 189
Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon

Phrase-Based Presentation Slides Generation for Academic Papers / 196
Sida Wang, Xiaojun Wan, Shikang Du

Community Preserving Network Embedding / 203
Xiao Wang, Peng Cui, Jing Wang, Jian Pei, Wenwu Zhu, Shiqiang Yang

CLARE: A Joint Approach to Label Classification and Tag Recommendation / 210
Yilin Wang, Suhang Wang, Jiliang Tang, Guojun Qi, Huan Liu, Baoxin Li

Multiple Source Detection without Knowing the Underlying Propagation Model / 217
Zheng Wang, Chaokun Wang, Jisheng Pei, Xiaojun Ye

Learning Visual Sentiment Distributions via Augmented Conditional Probability Neural Network / 224
Jufeng Yang, Ming Sun, Xiaoxiao Sun

Visual Sentiment Analysis by Attending on Local Image Regions / 231
Quanzeng You, Hailin Jin, Jiebo Luo

Correlated Cascades: Compete or Cooperate / 238
Ali Zarezade, Ali Khodadadi, Mehrdad Farajtabar, Hamid R. Rabiee, Hongyuan Zha

Finding Critical Users for Social Network Engagement: The Collapsed k-Core Problem / 245
Fan Zhang, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin

Efficient Delivery Policy to Minimize User Traffic Consumption in Guaranteed Advertising / 252
Jia Zhang, Zheng Wang, Qian Li, Jialin Zhang, Yanyan Lan, Qiang Li, Xiaoming Sun

Expectile Matrix Factorization for Skewed Data Analysis / 259
Rui Zhu, Di Niu, Linglong Kong, Zongpeng Li

Cognitive Modeling and Cognitive Systems

Associative Memory Using Dictionary Learning and Expander Decoding / 267
Arya Mazumdar, Ankit Singh Rawat

An Integrated Model for Effective Saliency Prediction / 274
Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen

Game Playing and Interactive Entertainment

The Efficiency of the HyperPlay Technique Over Random Sampling / 282
Michael Schofield, Michael Thielscher

Game Theory and Economic Paradigms

Market Pricing for Data Streams / 291
Melika Abolhassani, Hossein Esfandiari, MohammadTaghi Hajiaghayi, Brendan Lucier, Hadi Yami

Automated Design of Robust Mechanisms / 298
Michael Albert, Vincent Conitzer, Peter Stone

Incentivising Monitoring in Open Normative Systems / 305
Natasha Alechina, Joseph Y. Halpern, Ian A. Kash, Brian Logan

Envy-Free Mechanisms with Minimum Number of Cuts / 312
Reza Alijani, Majid Farhadi, Mohammad Ghodsi, Masoud Seddighin, Ahmad S. Tajik

Strategic Signaling and Free Information Disclosure in Auctions / 319
Shani Alkoby, David Sarne, Igal Milchtaich

Complexity of Manipulating Sequential Allocation / 328
Haris Aziz, Sylvain Bouveret, Jérôme Lang, Simon Mackenzie

Algorithms for Max-Min Share Fair Allocation of Indivisible Chores / 335
Haris Aziz, Gerhard Rauchecker, Guido Schryen, Toby Walsh

Nash Stability in Social Distance Games / 342
Alkida Balliu, Michele Flammini, Giovanna Melideo, Dennis Olivetti

On Pareto Optimality in Social Distance Games / 349
Alkida Balliu, Michele Flammini, Dennis Olivetti

Team-Maxmin Equilibrium: Efficiency Bounds and Algorithms / 356
Nicola Basilico, Andrea Celli, Giuseppe De Nittis, Nicola Gatti

A Study of Compact Reserve Pricing Languages / 363
MohammadHossein Bateni, Hossein Esfandiary, Vahab Mirrokni, Saeed Seddighin

Faster and Simpler Algorithm for Optimal Strategies of Blotto Game / 369
Soheil Behnezhad, Sina Dehghani, Mahsa Derakhshan, MohammadTaghi Hajiaghayi, Saeed Seddighin

Preference Elicitation For Participatory Budgeting / 376
Gerdus Benade, Swaprava Nath, Ariel D. Procaccia, Nisarg Shah

Exclusion Method for Finding Nash Equilibrium in Multiplayer Games / 383
Kimmo Berg, Tuomas Sandholm

Teams in Online Scheduling Polls: Game-Theoretic Aspects / 390
Robert Bredereck, Jiehua Chen, Rolf Niedermeier, Svetlana Obraztsova, Nimrod Talmon

Probably Approximately Efficient Combinatorial Auctions via Machine Learning / 397
Gianluca Brero, Benjamin Lubin, Sven Seuken

Phragmén's Voting Methods and Justified Representation / 406
Markus Brill, Rupert Freeman, Svante Janson, Martin Lackner

Multiwinner Approval Rules as Apportionment Methods / 414
Markus Brill, Jean-Francois Laslier, Piotr Skowron

Dynamic Thresholding and Pruning for Regret Minimization / 421
Noam Brown, Christian Kroer, Tuomas Sandholm

Optimizing Positional Scoring Rules for Rank Aggregation / 430
Ioannis Caragiannis, Xenophon Chatzigeorgiou, George A. Krimpas, Alexandros A. Voudouris

On Markov Games Played by Bayesian and Boundedly-Rational Players / 473
Muthukumaran Chandrasekaran, Yingke Chen, Prashant Doshi

Bounded Rationality of Restricted Turing Machines / 444
Lijie Chen, Pingzhong Tang, Ruosong Wang

Winner Determination in Huge Elections with MapReduce / 451
Theresa Csar, Martin Lackner, Reinhard Pichler, Emanuel Sallinger

Approximation and Parameterized Complexity of Minimax Approval Voting / 459
Marek Cygan, Łukasz Kowalik, Arkadiusz Socała, Krzysztof Sornat

The Computational Complexity of Weighted Greedy Matching / 466
Argyrios Deligkas, George B. Mertzios, Paul G. Spirakis

Disarmament Games / 437
Yuan Deng, Vincent Conitzer

The Complexity of Stable Matchings under Substitutable Preferences / 480
Yuan Deng, Debmalya Panigrahi, Bo Waggoner

Small Representations of Big Kidney Exchange Graphs / 487
John P. Dickerson, Aleksandr M. Kazachkov, Ariel D. Procaccia, Tuomas Sandholm

What Do Multiwinner Voting Rules Do? An Experiment Over the Two-Dimensional Euclidean Domain / 494
Edith Elkind, Piotr Faliszewski, Jean-Francois Laslier, Piotr Skowron, Arkadii Slinko, Nimrod Talmon

Extensive-Form Perfect Equilibrium Computation in Two-Player Games / 502
Gabriele Farina, Nicola Gatti

Selfish Knapsack / 509
Itai Feigenbaum, Matthew P. Johnson

Obvious Strategyproofness Needs Monitoring for Good Approximations / 516
Diodato Ferraioli, Carmine Ventre

Crowdsourced Outcome Determination in Prediction Markets / 523
Rupert Freeman, Sebastien Lahaie, David M. Pennock

Security Games on a Plane / 530
Jiarui Gan, Bo An, Yevgeniy Vorobeychik, Brian Gauch

Engineering Agreement: The Naming Game with Asymmetric and Heterogeneous Agents / 537
Jie Gao, Bo Li, Grant Schoenebeck, Fang-Yi Yu

Vote Until Two of You Agree: Mechanisms with Small Distortion and Sample Complexity / 544
Stephen Gross, Elliot Anshelevich, Lirong Xia

Computing Least Cores of Supermodular Cooperative Games / 551
Daisuke Hatano, Yuichi Yoshida

Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games / 558
Karel Horák, Branislav Bošanský, Michal Pěchouček

Group Activity Selection on Social Networks / 565
Ayumi Igarashi, Dominik Peters, Edith Elkind

Resource Graph Games: A Compact Representation for Games with Structured Strategy Spaces / 572
Albert Xin Jiang, Hau Chan, Kevin Leyton-Brown

Complexity of the Stable Invitations Problem / 579
Hooyeon Lee, Vassilevska Williams

Mechanism Design in Social Networks / 586
Bin Li, Dong Hao, Dengji Zhao, Tao Zhou

Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack / 593
Xiaohong Li, Shuxin Li, Jianye Hao, Zhiyong Feng, Bo An

Network, Popularity and Social Cohesion: A Game-Theoretic Approach / 600
Jiamou Liu, Ziheng Wei

Sequential Peer Prediction: Learning to Elicit Effort using Posted Prices / 607
Yang Liu, Yiling Chen

An Ambiguity Aversion Model for Decision Making under Ambiguity / 614
Wenjun Ma, Xudong Luo, Yuncheng Jiang

Optimal Pricing for Submodular Valuations with Bounded Curvature / 622
Takanori Maehara, Yasushi Kawase, Hanna Sumita, Katsuya Tono, Ken-ichi Kawarabayashi

On Covering Codes and Upper Bounds for the Dimension of Simple Games / 629
Martin Olsen

Tractable Algorithms for Approximate Nash Equilibria in Generalized Graphical Games with Tree Structure / 635
Luis E. Ortiz, Mohammad T. Irfan

Recognising Multidimensional Euclidean Preferences / 642
Dominik Peters

Preferences Single-Peaked on a Circle / 649
Dominik Peters, Martin Lackner

Psychological Forest: Predicting Human Behavior / 656
Ori Plonsky, Ido Erev, Tamir Hazan, Moshe Tennenholtz

Revenue Maximization for Finitely Repeated Ad Auctions / 663
Jiang Rong, Tao Qin, Bo An, Tie-Yan Liu

Proportional Justified Representation / 670
Luis Sánchez-Fernández, Edith Elkind, Martin Lackner, Norberto Fernández, Jesús A. Fisteus, Pablo Basanta Val, Piotr Skowron

Achieving Sustainable Cooperation in Generalized Prisoner's Dilemma with Observation Errors / 677
Fuuki Shigenaka, Tadashi Sekiguchi, Atsushi Iwasaki, Makoto Yokoo

Mechanism Design for Multi-Type Housing Markets / 684
Sujoy Sikdar, Sibel Adali, Lirong Xia

Constrained Pure Nash Equilibria in Polymatrix Games / 691
Sunil Simon, Dominik Wojtczak

Axiomatic Characterization of Game-Theoretic Network Centralities / 698
Oskar Skibski, Tomasz P. Michalak, Talal Rahwan

Social Choice Under Metric Preferences: Scoring Rules and STV / 706
Piotr Krzysztof Skowron, Edith Elkind

Fans Economy and All-Pay Auctions with Proportional Allocations / 713
Pingzhong Tang, Yulong Zeng, Song Zuo

The Positronic Economist: A Computational System for Analyzing Economic Mechanisms / 720
David Thompson, Neil Newman, Kevin Leyton-Brown

Non-Additive Security Games / 728
Sinong Wang, Fang Liu, Ness Shroff

The Dollar Auction with Spiteful Players / 736
Marcin Waniek, Long Tran-Thanh, Tomasz P. Michalak, Nicholas R. Jennings

Proper Proxy Scoring Rules / 743
Jens Witkowski, Pavel Atanasov, Lyle H. Ungar, Andreas Krause

Randomized Mechanisms for Selling Reserved Instances in Cloud / 750
Jia Zhang, Weidong Ma, Tao Qin, Xiaoming Sun, Tie-Yan Liu

Heuristic Search and Optimization

Embedded Bandits for Large-Scale Black-Box Optimization / 758
Abdullah Al-Dujaili, S. Suresh

Reactive Dialectic Search Portfolios for MaxSAT / 765
Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney

Efficient Parameter Importance Analysis via Ablation with Surrogates / 773
Andre Biedenkapp, Marius Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger Hoos

Problem Difficulty and the Phase Transition in Heuristic Search / 780
Eldan Cohen, J. Christopher Beck

Automatic Logic-Based Benders Decomposition with MiniZinc / 787
Toby O. Davies, Graeme Gange, Peter J. Stuckey

Parallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization / 794
Cong Fang, Zhouchen Lin

A Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search / 801
Tobias Friedrich, Timo Kötzing, Markus Wagner

The Simultaneous Maze Solving Problem / 808
Stefan Funke, Andre Nusser, Sabine Storandt

Going Beyond Primal Treewidth for (M)ILP / 815
Robert Ganian, Sebastian Ordyniak, M. S. Ramanujan

Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates / 822
Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker

An Exact Algorithm for the Maximum Weight Clique Problem in Large Graphs / 830
Hua Jiang, Chu-Min Li, Felip Manya

Learning to Prune Dominated Action Sequences in Online Black-Box Planning / 839
Yuu Jinnai, Alex Fukunaga

Systematic Exploration of Larger Local Search Neighborhoods for the Minimum Vertex Cover Problem / 846
Maximilian Katzmann, Christian Komusiewicz

New Lower Bound for the Minimum Sum Coloring Problem / 853
Clément Lecat, Corinne Lucet, Chu-Min Li

Anytime Anyspace AND/OR Search for Bounding the Partition Function / 860
Qi Lou, Rina Dechter, Alexander Ihler

Dancing with Decision Diagrams: A Combined Approach to Exact Cover / 868
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata

Solving High-Dimensional Multi-Objective Optimization Problems with Low Effective Dimensions / 875
Hong Qian, Yang Yu

Automated Data Extraction Using Predictive Program Synthesis / 882
Mohammad Raza, Sumit Gulwani

Grid Pathfinding on the 2k Neighborhoods / 891
Nicolas Rivera, Carlos Hernández, Jorge A. Baier

Non-Monotone DR-Submodular Function Maximization / 898
Tasuku Soma, Yuichi Yoshida

Regret Ratio Minimization in Multi-Objective Submodular Function Maximization / 905
Tasuku Soma, Yuichi Yoshida

Value Compression of Pattern Databases / 912
Nathan R. Sturtevant, Ariel Felner, Malte Helmert

A Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis / 919
Mingyu Xiao, Weibo Lin, Yuanshun Dai, Yifeng Zeng

A Unified Convex Surrogate for the Schatten-p Norm / 926
Chen Xu, Zhouchen Lin, Hongbin Zha

Efficient Stochastic Optimization for Low-Rank Distance Metric Learning / 933
Jie Zhang, Lijun Zhang

Knowledge Representation and Reasoning

On the Computation of Paracoherent Answer Sets / 1034
Giovanni Amendola, Carmine Dodaro, Wolfgang Faber, Nicola Leone, Francesco Ricca

Polynomially Bounded Logic Programs with Function Symbols: A New Decidable / 1041
Vernon Asuncion, Yan Zhang, Heng Zhang

Abstraction in Situation Calculus Action Theories / 1048
Bita Banihashemi, Giuseppe De Giacomo, Yves Lesperance

Source Information Disclosure in Ontology-Based Data Integration / 1056
Michael Benedikt, Bernardo Cuenca Grau, Egor V. Kostylev

Ontology-Mediated Queries for Probabilistic Databases / 1063
Stefan Borgwardt, Ismail Ilkan Ceylan, Thomas Lukasiewicz

Ontology-Based Data Access with a Horn Fragment of Metric Temporal Logic / 1070
Sebastian Brandt, Elem Güzel Kalaycı, Roman Kontchakov, Vladislav Ryzhikov, Guohui Xiao, Michael Zakharyaschev

Solving Advanced Argumentation Problems with Answer-Set Programming / 1077
Gerhard Brewka, Martin Diller, Georg Heissenberger, Thomas Linsbichler, Stefan Woltran

Checking the Consistency of Combined Qualitative Constraint Networks / 1084
Quentin Cohen-Solal, Maroua Bouzid, Alexandre Niveau

Add Data into Business Process Verification: Bridging the Gap between Theory and Practice / 1091
Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Sergio Tessaris

Practical TBox Abduction Based on Justification Patterns / 1100
Jianfeng Du, Hai Wan, Huaguan Ma

The Unusual Suspects: Deep Learning Based Mining of Interesting Entity Trivia from Knowledge Graphs / 1107
Nausheen Fatma, Manoj K. Chinnakotla, Manish Shrivastava

Ontology Materialization by Abstraction Refinement in Horn SHOIF / 1114
Birte Glimm, Yevgeny Kazakov, Trung-Kien Tran

Number Restrictions on Transitive Roles in Description Logics with Nominals / 1121
Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Jean Christoph Jung

Strategic Sequences of Arguments for Persuasion Using Decision Trees / 1128
Emmanuel Hadoux, Anthony Hunter

Preferential Structures for Comparative Probabilistic Reasoning / 1135
Matthew Harrison-Trainor, Wesley H. Holliday, Thomas F. Icard, III

Query Answering in DL-Lite with Datatypes: A Non-Uniform Approach / 1142
André Hernich, Julio Lemos, Frank Wolter

Diagnosability Planning for Controllable Discrete Event Systems / 1149
Hassan Ibrahim, Philippe Dague, Alban Grastien, Lina Ye, Laurent Simon

Entropic Causal Inference / 1156
Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi

SAT Encodings for Distance-Based Belief Merging Operators / 1163
Sébastien Konieczny, Jean-Marie Lagniez, Pierre Marquis

LPMLN, Weak Constraints, and P-log / 1170
Joohyung Lee, Zhun Yang

Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy / 1178
Jiaqing Liang, Yanghua Xiao, Yi Zhang, Seung-won Hwang, Haixun Wang

On the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies / 1185
Jiaqing Liang, Yi Zhang, Yanghua Xiao, Haixun Wang, Wei Wang, Pinpin Zhu

Don't Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery / 1192
Heng-Yang Lu, Lu-Yao Xie, Ning Kang, Chong-Jun Wang, Jun-Yuan Xie

The Symbolic Interior Point Method / 1199
Martin Mladenov, Vaishak Belle, Kristian Kersting

Small Is Beautiful: Computing Minimal Equivalent EL Concepts / 1206
Nadeschda Nikitina, Patrick Koopmann

Compiling Graph Substructures into Sentential Decision Diagrams / 1213
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata

Efficient Evaluation of Answer Set Programs with External Sources Based on External Source Inlining / 1222
Christoph Redl

On Equivalence and Inconsistency of Answer Set Programs with External Sources / 1229
Christoph Redl

ProjE: Embedding Projection for Knowledge Graph Completion / 1236
Baoxu Shi, Tim Weninger

Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs / 1243
Yi Tay, Anh Tuan Luu, Siu Cheung Hui

Causal Discovery Using Regression-Based Conditional Independence Tests / 1250
Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan

An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction / 1257
Mengxue Zhang, Tushar Mathew, Brendan A. Juba

Trust-Sensitive Evolution of DL-Lite Knowledge Bases / 1266
Dmitriy Zheleznyakov, Evgeny Kharlamov, Ian Horrocks

Machine Learning Applications

Explicit Defense Actions Against Test-Set Attacks / 1274
Scott Alfeld, Xiaojin Zhu, Paul Barford

Multidimensional Scaling on Multiple Input Distance Matrices / 1281
Song Bai, Xiang Bai, Longin Jan Latecki, Qi Tian

ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets / 1288
Sakyajit Bhattacharya, Vaibhav Rajan, Harsh Shrivastava

GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering / 1295
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu

Predicting Soccer Highlights from Spatio-Temporal Match Event Streams / 1302
Tom Decroos, Vladimir Dzyuba, Jan Van Haaren, Jesse Davis

A Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems / 1309
Xin Dong, Lei Yu, Zhonghuo Wu, Yuxia Sun, Lingfeng Yuan, Fangxi Zhang

Collaborative Dynamic Sparse Topic Regression with User Profile Evolution for Item Recommendation / 1316
Li Gao, Jia Wu, Chuan Zhou, Yue Hu

Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton / 1323
Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen

Soft Video Parsing by Label Distribution Learning / 1331
Xin Geng, Miaogen Ling

Active Learning with Cross-Class Similarity Transfer / 1338
Yuchen Guo, Guiguang Ding, Yue Gao, Jungong Han

DeepFix: Fixing Common C Language Errors by Deep Learning / 1345
Rahul Gupta, Soham Pal, Aditya Kanade, Shirish Shevade

Question Difficulty Prediction for READING Problems in Standard Tests / 1352
Zhenya Huang, Qi Liu, Enhong Chen, Hongke Zhao, Mingyong Gao, Si Wei, Yu Su, Guoping Hu

Additional Multi-Touch Attribution for Online Advertising / 1360
Wendi Ji, Xiaoling Wang

Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction / 1367
Bo Jin, Haoyu Yang, Cao Xiao, Ping Zhang, Xiaopeng Wei, Fei Wang

Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification / 1374
Xiao-Yuan Jing, Fei Wu, Xiwei Dong, Shiguang Shan, Songcan Chen

Contextual RNN-GANs for Abstract Reasoning Diagram Generation / 1382
Viveka Kulharia, Arnab Ghosh, Amitabha Mukerjee, Vinay Namboodiri, Mohit Bansal

A Framework for Minimal Clustering Modification via Constraint Programming / 1389
Chia-Tung Kuo, S. S. Ravi, Thi-Bich-Hanh Dao, Christel Vrain, Ian Davidson

Knowing What to Ask: A Bayesian Active Learning Approach to the Surveying Problem / 1396
Yoad Lewenberg, Yoram Bachrach, Ulrich Paquet, Jeffrey S. Rosenschein

ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems / 1403
DongSheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha

Learning with Feature Network and Label Network Simultaneously / 1410
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang

Collaborative Company Profiling: Insights from an Employee's Perspective / 1417
Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong

ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial and Channel Redundancy / 1424
Shaohui Lin, Rongrong Ji, Chao Chen, Feiyue Huang

A Sparse Dictionary Learning Framework to Discover Discriminative Source Activations in EEG Brain Mapping / 1431
Feng Liu, Shouyi Wang, Jay Rosenberger, Jianzhong Su, Hanli Liu

On Predictive Patent Valuation: Forecasting Patent Citations and Their Types / 1438
Xin Liu, Junchi Yan, Shuai Xiao, Xiangfeng Wang, Hongyuan Zha, Stephen M. Chu

Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks / 1445
Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen

Data-Driven Approximations to NP-Hard Problems / 1453
Anton Milan, S. Hamid Rezatofighi, Ravi Garg, Anthony Dick, Ian Reid

Predicting Demographics of High-Resolution Geographies with Geotagged Tweets / 1460
Omar Montasser, Daniel Kifer

Finding Cut from the Same Cloth: Cross Network Link Recommendation via Joint Matrix Factorization / 1467
Arun Reddy Nelakurthi, Jingrui He

FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation / 1474
Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen

Learning Implicit Tasks for Patient-Specific Risk Modeling in ICU / 1481
Nozomi Nori, Hisashi Kashima, Kazuto Yamashita, Susumu Kunisawa, Yuichi Imanaka

Enabling Dark Energy Science with Deep Generative Models of Galaxy Images / 1488
Siamak Ravanbakhsh, Francois Lanusse, Rachel Mandelbaum, Jeff Schneider, Barnabas Poczos

Unsupervised Deep Learning for Optical Flow Estimation / 1495
Zhe Ren, Junchi Yan, Bingbing Ni, Bin Liu, Xiaokang Yang, Hongyuan Zha

Low-Rank Linear Cold-Start Recommendation from Social Data / 1502
Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Lexing Xie, Darius Braziunas

Exploring Normalization in Deep Residual Networks with Concatenated Rectified Linear Units / 1509
Wenling Shang, Justin Chiu, Kihyuk Sohn

Portfolio Selection via Subset Resampling / 1517
Weiwei Shen, Jun Wang

Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks / 1524
Yinghuan Shi, Wenbin Li, Yang Gao, Longbing Cao, Dinggang Shen

Fast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction / 1532
Masamichi Shimosaka, Junichi Sato, Kazuhito Takenaka, Kentarou Hitomi

Neural Programming by Example / 1539
Chengxun Shu, Hongyu Zhang

Simultaneous Clustering and Ensemble / 1546
Zhiqiang Tao, Hongfu Liu, Yun Fu

A Deep Hierarchical Approach to Lifelong Learning in Minecraft / 1553
Chen Tessler, Shahar Givony, Tom Zahavy, Daniel J. Mankowitz, Shie Mannor

Learning Attributes from the Crowdsourced Relative Labels / 1562
Tian Tian, Ning Chen, Jun Zhu

Coupling Implicit and Explicit Knowledge for Customer Volume Prediction / 1569
Jingyuan Wang, Yating Lin, Junjie Wu, Zhong Wang, Zhang Xiong

Beyond Monte Carlo Tree Search: Playing Go with Deep Alternative Neural Network and Long-Term Evaluation / 1576
Jinzhuo Wang, Wenmin Wang, Ronggang Wang, Wen Gao

Multiset Feature Learning for Highly Imbalanced Data Classification / 1583
Fei Wu, Xiao-Yuan Jing, Shiguang Shan, Wangmeng Zuo, Jing-Yu Yang

Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation / 1590
Cao Xiao, Ping Zhang, W. Art Chaovalitwongse, Jianying Hu, Fei Wang

Modeling the Intensity Function of Point Process Via Recurrent Neural Networks / 1597
Shuai Xiao, Junchi Yan, Xiaokang Yang, Hongyuan Zha, Stephen M. Chu

Progressive Prediction of Student Performance in College Programs / 1604
Jie Xu, Yuli Han, Daniel Marcu, Mihaela van der Schaar

Bridging Video Content and Comments: Synchronized Video Description with Temporal Summarization of Crowdsourced Time-Sync Comments / 1611
Linli Xu, Chao Zhang

Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval / 1618
Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, Xinbo Gao

Discriminative Semi-Supervised Dictionary Learning with Entropy Regularization for Pattern Classification / 1626
Meng Yang, Lin Chen

Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images / 1633
Xin Yang, Lequan Yu, Lingyun Wu, Yi Wang, Dong Ni, Jing Qin, Pheng-Ann Heng

Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay / 1640
Haiyan Yin, Sinno Jialin Pan

Personalized Donor-Recipient Matching for Organ Transplantation / 1647
Jinsung Yoon, Ahmed M. Alaa, Martin Cadeiras, Mihaela van der Schaar

Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction / 1655
Junbo Zhang, Yu Zheng, Dekang Qi

Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction / 1662
Lefei Zhang, Qian Zhang, Bo Du, Dacheng Tao, Jane You

Discrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback / 1669
Yan Zhang, Defu Lian, Guowu Yang

Catch'Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations / 1676
Kai Zhu, Zhen Chen, Lei Ying

Machine Learning Methods

Learning Bayesian Networks with Incomplete Data by Augmentation / 1684
Tameem Adel, Cassio P. de Campos

Unsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption / 1691
Tameem Adel, Han Zhao, Alexander Wong

Scalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning / 1698
Apoorv Aggarwal, Sandip Ghoshal, Ankith M. S. Shetty, Suhit Sinha, Ganesh Ramakrishnan, Purushottam Kar, Prateek Jain

The Bernstein Mechanism: Function Release under Differential Privacy / 1705
Francesco Aldá, Benjamin I. P. Rubinstein

Heavy-Tailed Analogues of the Covariance Matrix for ICA / 1712
Joseph Anderson, Navin Goyal, Anupama Nandi, Luis Rademacher

Fast Generalized Distillation for Semi-Supervised Domain Adaptation / 1719
Shuang Ao, Xiang Li, Charles X. Ling

The Option-Critic Architecture / 1726
Pierre-Luc Bacon, Jean Harb, Doina Precup

Label Efficient Learning by Exploiting Multi-Class Output Codes / 1735
Maria Florina Balcan, Travis Dick, Yishay Mansour

Robust Partially-Compressed Least-Squares / 1742
Stephen Becker, Ban Kawas, Marek Petrik

Learning Residual Alternating Automata / 1749
Sebastian Berndt, Maciej Liśkiewicz, Matthias Lutter, Rüdiger Reischuk

Resource Constrained Structured Prediction / 1756
Tolga Bolukbasi, Kai-Wei Chang, Joseph Wang, Venkatesh Saligrama

Cross-Domain Kernel Induction for Transfer Learning / 1763
Wei-Cheng Chang, Yuexin Wu, Hanxiao Liu, Yiming Yang

Informative Subspace Learning for Counterfactual Inference / 1770
Yale Chang, Jennifer G. Dy

PAC Identification of a Bandit Arm Relative to a Reward Quantile / 1777
Arghya Roy Chaudhuri, Shivaram Kalyanakrishnan

Classification with Minimax Distance Measures / 1784
Morteza Haghir Chehreghani

Latent Discriminant Analysis with Representative Feature Discovery / 1791
Gang Chen

Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting / 1798
Lin Chen, Hamed Hassani, Amin Karbasi

Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis / 1805
Zhourong Chen, Nevin L. Zhang, Dit-Yan Yeung, Peixian Chen

Communication Lower Bounds for Distributed Convex Optimization: Partition Data on Features / 1812
Zihao Chen, Luo Luo, Zhihua Zhang

OFFER: Off-Environment Reinforcement Learning / 1819
Kamil Andrzej Ciosek, Shimon Whiteson

Addressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests / 1826
Zachary Alan Daniels, Dimitris N. Metaxas

Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction / 1833
Sakyasingha Dasgupta, Takayuki Osogami

Estimating the Maximum Expected Value in Continuous Reinforcement Learning Problems / 1840
Carlo D'Eramo, Alessandro Nuara, Matteo Pirotta, Marcello Restelli

Scalable Multitask Policy Gradient Reinforcement Learning / 1847
Salam El Bsat, Haitham Bou Ammar, Matthew E. Taylor

From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach / 1854
Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao

A Nearly-Black-Box Online Algorithm for Joint Parameter and State Estimation in Temporal Models / 1861
Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell

Structure Regularized Unsupervised Discriminant Feature Analysis / 1870
Mingyu Fan, Xiaojun Chang, Dacheng Tao

Self-Paced Learning: An Implicit Regularization Perspective / 1877
Yanbo Fan, Ran He, Jian Liang, Baogang Hu

Deep MIML Network / 1884
Ji Feng, Zhi-Hua Zhou

Modeling Skewed Class Distributions by Reshaping the Concept Space / 1891
Kyle D. Feuz, Diane J. Cook

On Learning High Dimensional Structured Single Index Models / 1898
Ravi Ganti, Nikhil Rao, Laura Balzano, Rebecca Willett, Robert Nowak

Local Centroids Structured Non-Negative Matrix Factorization / 1905
Hongchang Gao, Feiping Nie, Heng Huang

Low-Rank Factorization of Determinantal Point Processes / 1912
Mike Gartrell, Ulrich Paquet, Noam Koenigstein

Robust Loss Functions under Label Noise for Deep Neural Networks / 1919
Aritra Ghosh, Himanshu Kumar, P. S. Sastry

Exploring Commonality and Individuality for Multi-Modal Curriculum Learning / 1926
Chen Gong

MPGL: An Efficient Matching Pursuit Method for Generalized LASSO / 1934
Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi

Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected / 1941
Aditya Gopalan, Prashanth L. A., Michael Fu, Steve Marcus

Efficient Sparse Low-Rank Tensor Completion Using the Frank-Wolfe Algorithm / 1948
Xiawei Guo, Quanming Yao, James Tin-Yau Kwok

Convex Co-Embedding for Matrix Completion with Predictive Side Information / 1955
Yuhong Guo

Continuous Conditional Dependency Network for Structured Regression / 1962
Chao Han, Mohamed Ghalwash, Zoran Obradovic

Bilateral k-Means Algorithm for Fast Co-Clustering / 1969
Junwei Han, Kun Song, Feiping Nie, Xuelong Li

Alternating Back-Propagation for Generator Network / 1976
Tian Han, Yang Lu, Song-Chun Zhu, Ying Nian Wu

Enumerate Lasso Solutions for Feature Selection / 1985
Satoshi Hara, Takanori Maehara

Scalable Algorithm for Higher-Order Co-Clustering via Random Sampling / 1992
Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi

Learning Invariant Deep Representation for NIR-VIS Face Recognition / 2000
Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan

A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression / 2007
Quang Minh Hoang, Trong Nghia Hoang, Kian Hsiang Low

Semi-Supervised Adaptive Label Distribution Learning for Facial Age Estimation / 2015
Peng Hou, Xin Geng, Zeng-Wei Huo, Jia-Qi Lv

Sampling Beats Fixed Estimate Predictors for Cloning Stochastic Behavior in Multiagent Systems / 2022
Brian Hrolenok, Byron Boots, Tucker Hybinette Balch

Sequential Classification-Based Optimization for Direct Policy Search / 2029
Yi-Qi Hu, Hong Qian, Yang Yu

A Riemannian Network for SPD Matrix Learning / 2036
Zhiwu Huang, Luc Van Gool

Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization / 2043
Zhouyuan Huo, Heng Huang

Learning Unitary Operators with Help From u(n) / 2050
Stephanie L. Hyland, Gunnar Rätsch

Denoising Criterion for Variational Auto-Encoding Framework / 2059
Daniel Im Jiwoong Im, Sungjin Ahn, Roland Memisevic, Yoshua Bengio

Recovering True Classifier Performance in Positive-Unlabeled Learning / 2066
Shantanu Jain, Martha White, Predrag Radivojac

Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning / 2073
Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu

Twin Learning for Similarity and Clustering: A Unified Kernel Approach / 2080
Zhao Kang, Chong Peng, Qiang Cheng

Tunable Sensitivity to Large Errors in Neural Network Training / 2087
Gil Keren, Sivan Sabato, Björn Schuller

Binary Embedding with Additive Homogeneous Kernels / 2094
Saehoon Kim, Seungjin Choi

Structured Inference Networks for Nonlinear State Space Models / 2101
Rahul G. Krishnan, Uri Shalit, David Sontag

Estimating Uncertainty Online Against an Adversary / 2110
Volodymyr Kuleshov, Stefano Ermon

Learning Non-Linear Dynamics of Decision Boundaries for Maintaining Classification Performance / 2117
Atsutoshi Kumagai, Tomoharu Iwata

Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration / 2124
Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz

Dynamic Action Repetition for Deep Reinforcement Learning / 2133
Aravind S. Lakshminarayanan, Sahil Sharma, Balaraman Ravindran

Playing FPS Games with Deep Reinforcement Learning / 2140
Guillaume Lample, Devendra Singh Chaplot

Transfer Reinforcement Learning with Shared Dynamics / 2147
Romain Laroche, Merwan Barlier

Transfer Learning for Deep Learning on Graph-Structured Data / 2154
Jaekoo Lee, Hyunjae Kim, Jongsun Lee, Sungroh Yoon

Efficient Online Model Adaptation by Incremental Simplex Tableau / 2161
Zhixian Lei, Xuehan Ye, Yongcai Wang, Deying Li, Jia Xu

Multivariate Hawkes Processes for Large-Scale Inference / 2168
Rémi Lemonnier, Kevin Scaman, Argyris Kalogeratos

Self-Paced Multi-Task Learning / 2175
Changsheng Li, Junchi Yan, Fan Wei, Weishan Dong, Qingshan Liu, Hongyuan Zha

Infinitely Many-Armed Bandits with Budget Constraints / 2182
Haifang Li, Yingce Xia

Sparse Subspace Clustering by Learning Approximation ℓ0 Codes / 2189
Jun Li, Yu Kong, Yun Fu

Riemannian Submanifold Tracking on Low-Rank Algebraic Variety / 2196
Qian Li, Zhichao Wang

Large Graph Hashing with Spectral Rotation / 2203
Xuelong Li, Di Hu, Feiping Nie

Low-Rank Tensor Completion with Total Variation for Visual Data Inpainting / 2210
Xutao Li, Yunming Ye, Xiaofei Xu

Learning Safe Prediction for Semi-Supervised Regression / 2217
Yu-Feng Li, Han-Wen Zha, Zhi-Hua Zhou

A Two-Stage Approach for Learning a Sparse Model with Sharp Excess Risk Analysis / 2224
Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin

Balanced Clustering with Least Square Regression / 2231
Hanyang Liu, Junwei Han, Feiping Nie, Xuelong Li

Ordinal Constrained Binary Code Learning for Nearest Neighbor Search / 2238
Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang

Sparse Deep Transfer Learning for Convolutional Neural Network / 2245
Jiaming Liu, Yali Wang, Yu Qiao

Cost-Sensitive Feature Selection via F-Measure Optimization Reduction / 2252
Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao

Multiple Kernel k-Means with Incomplete Kernels / 2259
Xinwang Liu, Miaomiao Li, Lei Wang, Yong Dou, Jianping Yin, En Zhu

Optimal Neighborhood Kernel Clustering with Multiple Kernels / 2266
Xinwang Liu, Sihang Zhou, Yueqing Wang, Miaomiao Li, Yong Dou, En Zhu, Jianping Yin

Generalization Analysis for Ranking Using Integral Operator / 2273
Yong Liu, Shizhong Liao, Hailun Lin, Yinliang Yue, Weiping Wang

Infinite Kernel Learning: Generalization Bounds and Algorithms / 2280
Yong Liu, Shizhong Liao, Hailun Lin, Yinliang Yue, Weiping Wang

Accelerated Variance Reduced Stochastic ADMM / 2287
Yuanyuan Liu, Fanhua Shang, James Cheng

Semi-Supervised Classifications via Elastic and Robust Embedding / 2294
Yun Liu, Yiming Guo, Hua Wang, Feiping Nie, Heng Huang

Approximate Conditional Gradient Descent on Multi-Class Classification / 2301
Zhuanghua Liu, Ivor Tsang

Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling / 2308
Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander Hauptmann, Qinghua Zheng

Active Search for Sparse Signals with Region Sensing / 2315
Yifei Ma, Roman Garnett, Jeff Schneider

Where to Add Actions in Human-in-the-Loop Reinforcement Learning / 2322
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović

Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction / 2329
Qi Meng, Wei Chen, Jingcheng Yu, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu

Generalization Error Bounds for Optimization Algorithms via Stability / 2336
Qi Meng, Yue Wang, Wei Chen, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu

When and Why Are Deep Networks Better Than Shallow Ones? / 2343
Hrushikesh Mhaskar, Qianli Liao, Tomaso Poggio

Lifted Inference for Convex Quadratic Programs / 2350
Martin Mladenov, Leonard Kleinhans, Kristian Kersting

Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions / 2357
Alejandro Molina, Sriraam Natarajan, Kristian Kersting

Deep Collective Inference / 2364
John Moore, Jennifer Neville

Streaming Classification with Emerging New Class by Class Matrix Sketching / 2373
Xin Mu, Feida Zhu, Juan Du, Ee-Peng Lim, Zhi-Hua Zhou

Deep Hashing: A Joint Approach for Image Signature Learning / 2380
Yadong Mu, Zhu Liu

Tsallis Regularized Optimal Transport and Ecological Inference / 2387
Boris Muzellec, Richard Nock, Giorgio Patrini, Frank Nielsen

The Multivariate Generalised von Mises Distribution: Inference and Applications / 2394
Alexandre K. W. Navarro, Jes Frellsen, Richard E. Turner

Querying Partially Labelled Data to Improve a K-nn Classifier / 2401
Vu-Linh Nguyen, Sébastien Destercke, Marie-Helene Masson

Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours / 2408
Feiping Nie, Guohao Cai, Xuelong Li

Multiclass Capped ℓp-Norm SVM for Robust Classifications / 2415
Feiping Nie, Xiaoqian Wang, Heng Huang

Unsupervised Large Graph Embedding / 2422
Feiping Nie, Wei Zhu, Xuelong Li

Matching Node Embeddings for Graph Similarity / 2429
Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis

Inductive Pairwise Ranking: Going Beyond the n log(n) Barrier / 2436
U.N. Niranjan, Arun Rajkumar

Active Search in Intensionally Specified Structured Spaces / 2443
Dino Oglic, Roman Garnett, Thomas Gaertner

Top-k Hierarchical Classification / 2450
Sechan Oh

Unimodal Thompson Sampling for Graph-Structured Arms / 2457
Stefano Paladino, Francesco Trovó, Marcello Restelli, Nicola Gatti

Accelerated Gradient Temporal Difference Learning / 2464
Yangchen Pan, Adam White, Martha White

A General Framework for Sparsity Regularized Feature Selection via Iteratively Reweighted Least Square Minimization / 2471
Hanyang Peng, Yong Fan

Cascade Subspace Clustering / 2478
Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi

Column Networks for Collective Classification / 2485
Trang Pham, Truyen Tran, Dinh Phung, Svetha Venkatesh

A General Clustering Agreement Index: For Comparing Disjoint and Overlapping Clusters / 2492
Reihaneh Rabbany, Osmar R. Zaïane

Non-Negative Inductive Matrix Completion for Discrete Dyadic Data / 2499
Piyush Rai

Online Active Linear Regression via Thresholding / 2506
Carlos Riquelme, Ramesh Johari, Baosen Zhang

Adaptive Proximal Average Approximation for Composite Convex Minimization / 2513
Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma

Random Features for Shift-Invariant Kernels with Moment Matching / 2520
Weiwei Shen, Zhihui Yang, Jun Wang

Compressed K-Means for Large-Scale Clustering / 2527
Xiaobo Shen, Weiwei Liu, Ivor Tsang, Fumin Shen, Quan-Sen Sun

Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks / 2534
Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao

Asymmetric Discrete Graph Hashing / 2541
Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Manish Sapkota, Lin Yang

Spectral Clustering with Brainstorming Process for Multi-View Data / 2548
Jeong-Woo Son, Junkey Jeon, Alex Lee, Sun-Joong Kim

Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning / 2555
Kun Song, Feiping Nie, Junwei Han, Xuelong Li

Multilinear Regression for Embedded Feature Selection with Application to fMRI Analysis / 2562
Xiaonan Song, Haiping Lu

Distributed Negative Sampling for Word Embeddings / 2569
Stergios Stergiou, Zygimantas Straznickas, Rolina Wu, Kostas Tsioutsiouliklis

Label-Free Supervision of Neural Networks with Physics and Domain Knowledge / 2576
Russell Stewart, Stefano Ermon

Unsupervised Learning with Truncated Gaussian Graphical Models / 2583
Qinliang Su, Xuejun Liao, Chunyuan Li, Zhe Gan, Lawrence Carin

Automatic Curriculum Graph Generation for Reinforcement Learning Agents / 2590
Maxwell Svetlik, Matteo Leonetti, Jivko Sinapov, Rishi Shah, Nick Walker, Peter Stone

Self-Correcting Models for Model-Based Reinforcement Learning / 2597
Erik Talvitie

Distant Domain Transfer Learning / 2604
Ben Tan, Yu Zhang, Sinno Jialin Pan, Qiang Yang

Confidence-Rated Discriminative Partial Label Learning / 2611
Cai-Zhi Tang, Min-Ling Zhang

Cross-Domain Ranking via Latent Space Learning / 2618
Jie Tang, Wendy Hall

How to Train a Compact Binary Neural Network with High Accuracy? / 2625
Wei Tang, Gang Hua, Liang Wang

Policy Search with High-Dimensional Context Variables / 2632
Voot Tangkaratt, Herke van Hoof, Simone Parisi, Gerhard Neumann, Jan Peters, Masashi Sugiyama

Coactive Critiquing: Elicitation of Preferences and Features / 2639
Stefano Teso, Paolo Dragone, Andrea Passerini

Importance Sampling with Unequal Support / 2646
Philip S. Thomas, Emma Brunskill

Achieving Privacy in the Adversarial Multi-Armed Bandit / 2653
Aristide Charles Yedia Tossou, Christos Dimitrakakis

Thompson Sampling for Stochastic Bandits with Graph Feedback / 2660
Aristide C. Y. Tossou, Christos Dimitrakakis, Devdatt Dubhashi

Selecting Sequences of Items via Submodular Maximization / 2667
Sebastian Tschiatschek, Adish Singla, Andreas Krause

Variable Kernel Density Estimation in High-Dimensional Feature Spaces / 2674
Christiaan Maarten van der Walt, Etienne Barnard

Regularization for Unsupervised Deep Neural Nets / 2681
Baiyang Wang, Diego Klabjan

Relational Deep Learning: A Deep Latent Variable Model for Link Prediction / 2688
Hao Wang, Xingjian Shi, Dit-Yan Yeung

Factorization Bandits for Interactive Recommendation / 2695
Huazheng Wang, Qingyun Wu, Hongning Wang

Latent Smooth Skeleton Embedding / 2703
Li Wang, Qi Mao, Ivor W. Tsang

Polynomial Optimization Methods for Matrix Factorization / 2710
Po-Wei Wang, Chun-Liang Li, J. Zico Kolter

Two-Dimensional PCA with F-Norm Minimization / 2718
Qianqian Wang, Quanxue Gao

Feature Selection Guided Auto-Encoder / 2725
Shuyang Wang, Zhengming Ding, Yun Fu

Fredholm Multiple Kernel Learning for Semi-Supervised Domain Adaptation / 2732
Wei Wang, Hao Wang, Chen Zhang, Yang Gao

Fast Online Incremental Learning on Mixture Streaming Data / 2739
Yi Wang, Xin Fan, Zhongxuan Luo, Tianzhu Wang, Maomao Min, Jiebo Luo

Efficient Ordered Combinatorial Semi-Bandits for Whole-Page Recommendation / 2746
Yingfei Wang, Hua Ouyang, Chu Wang, Jianhui Chen, Tsvetan Asamov, Yi Chang

Unbiased Multivariate Correlation Analysis / 2754
Yisen Wang, Simone Romano, Vinh Nguyen, James Bailey, Xingjun Ma, Shu-Tao Xia

Beyond RPCA: Flattening Complex Noise in the Frequency Domain / 2761
Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao

Improving Efficiency of SVM k-Fold Cross-Validation by Alpha Seeding / 2768
Zeyi Wen, Bin Li, Ramamohanarao Kotagiri, Jian Chen, Yawen Chen, Rui Zhang

Rank Ordering Constraints Elimination with Application for Kernel Learning / 2775
Ying Xie, Chris H. Q. Ding, Yihong Gong, Zongze Wu

Solving Indefinite Kernel Support Vector Machine with Difference of Convex Functions Programming / 2782
Hai-Ming Xu, Hui Xue, Xiao-Hong Chen, Yun-Yun Wang

Cleaning the Null Space: A Privacy Mechanism for Predictors / 2789
Ke Xu, Tongyi Cao, Swair Shah, Crystal Maung, Haim Schweitzer

Efficient Non-Oblivious Randomized Reduction for Risk Minimization with Improved Excess Risk Guarantee / 2796
Yi Xu, Haiqin Yang, Lijun Zhang, Tianbao Yang

A General Efficient Hyperparameter-Free Algorithm for Convolutional Sparse Learning / 2803
Zheng Xu, Junzhou Huang

Multi-View Correlated Feature Learning by Uncovering Shared Component / 2810
Xiaowei Xue, Feiping Nie, Sen Wang, Xiaojun Chang, Bela Stantic, Min Yao

A Framework of Online Learning with Imbalanced Streaming Data / 2817
Yan Yan, Tianbao Yang, Yi Yang, Jianhui Chen

TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records / 2824
Kai Yang, Xiang Li, Haifeng Liu, Jing Mei, Guotong Xie, Junfeng Zhao, Bing Xie, Fei Wang

Deep Learning for Fixed Model Reuse / 2831
Yang Yang, De-Chuan Zhan, Ying Fan, Yuan Jiang, Zhi-Hua Zhou

Learning Deep Latent Space for Multi-Label Classification / 2838
Chih-Kuan Yeh, Wei-Chieh Wu, Wei-Jen Ko, Yu-Chiang Frank Wang

A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information / 2845
Hsiang-Fu Yu, Hsin-Yuan Huang, Inderjit Dhillon, Chih-Jen Lin

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient / 2852
Lantao Yu, Weinan Zhang, Jun Wang, Yong Yu

CBRAP: Contextual Bandits with RAndom Projection / 2859
Xiaotian Yu, Michael R. Lyu, Irwin King

An Exact Penalty Method for Binary Optimization Based on MPEC Formulation / 2867
Ganzhao Yuan, Bernard Ghanem

Scalable Feature Selection via Distributed Diversity Maximization / 2876
Sepehr Abbasi Zadeh, Mehrdad Ghadiri, Vahab Mirrokni, Morteza Zadimoghaddam

Fast Compressive Phase Retrieval under Bounded Noise / 2884
Hongyang Zhang, Shan You, Zhouchen Lin, Chao Xu

Query-Efficient Imitation Learning for End-to-End Simulated Driving / 2891
Jiakai Zhang, Kyunghyun Cho

Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning / 2898
Quanshi Zhang, Ruiming Cao, Ying Nian Wu, Song-Chun Zhu

Universum Prescription: Regularization Using Unlabeled Data / 2907
Xiang Zhang, Yann LeCun

Learning Sparse Task Relations in Multi-Task Learning / 2914
Yu Zhang, Qiang Yang

Multi-View Clustering via Deep Matrix Factorization / 2921
Handong Zhao, Zhengming Ding, Yun Fu

SCOPE: Scalable Composite Optimization for Learning on Spark / 2928
Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi, Peng Gao, Wu-Jun Li

Lock-Free Optimization for Non-Convex Problems / 2935
Shen-Yi Zhao, Gong-Duo Zhang, Wu-Jun Li

Scalable Graph Embedding for Asymmetric Proximity / 2942
Chang Zhou, Yuqiong Liu, Xiaofei Liu, Zhongyi Liu, Jun Gao

Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations / 2949
Yang Zhou, Haiping Lu, Yiu-ming Cheung

Parametric Dual Maximization for Non-Convex Learning Problems / 2956
Yuxun Zhou, Zhaoyi Kang, Costas J. Spanos

One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace / 2963
Xiaofeng Zhu, Wei He, Yonggang Li, Yang Yang, Shichao Zhang, Rongyao Hu, Yonghua Zhu

Multi-Kernel Low-Rank Dictionary Pair Learning for Multiple Features Based Image Classification / 2970
Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Di Wu, Li Cheng, Sen Li, Ruimin Hu

Discover Multiple Novel Labels in Multi-Instance Multi-Label Learning / 2977
Yue Zhu, Kai Ming Ting, Zhi-Hua Zhou

Multiagent Systems

Improving Surveillance Using Cooperative Target Observation / 2985
Rashi Aswani, Sai Krishna Munnangi, Praveen Paruchuri

Query Complexity of Tournament Solutions / 2992
Palash Dey

Centralized versus Personalized Commitments and Their Influence on Cooperation in Group Interactions / 2999
The Anh Han, Luis Moniz Pereira, Luis A. Martinez-Vaquero, Tom Lenaerts

Kont: Computing Tradeoffs in Normative Multiagent Systems / 3006
Ozgur Kafali, Nirav Ajmeri, Munindar P. Singh

Parameterised Verification of Infinite State Multi-Agent Systems via Predicate Abstraction / 3013
Panagiotis Kouvaros, Alessio Lomuscio

Decentralized Planning in Stochastic Environments with Submodular Rewards / 3021
Rajiv Ranjan Kumar, Pradeep Varakantham, Akshat Kumar

Solving Seven Open Problems of Offline and Online Control in Borda Elections / 3029
Marc Neveling, Jörg Rothe

Collective Multiagent Sequential Decision Making Under Uncertainty / 3036
Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau

Nurturing Group-Beneficial Information-Gathering Behaviors Through Above-Threshold Criteria Setting / 3044
Igor Rochlin, David Sarne, Maytal Bremer, Ben Grynhaus

Natural Language Processing and Knowledge Representation

Improving Multi-Document Summarization via Text Classification / 3053
Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei

Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions / 3060
Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao

Neural Bag-of-Ngrams / 3067
Bofang Li, Tao Liu, Zhe Zhao, Puwei Wang, Xiaoyong Du

SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents / 3075
Ramesh Nallapati, Feifei Zhai, Bowen Zhou

Unit Dependency Graph and Its Application to Arithmetic Word Problem Solving / 3082
Subhro Roy, Dan Roth

Prerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems / 3089
Saku Sugawara, Hikaru Yokono, Akiko Aizawa

Neural Machine Translation with Reconstruction / 3097
Zhaopeng Tu, Yang Liu, Lifeng Shang, Xiaohua Liu, Hang Li

SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions / 3104
Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu

Efficiently Answering Technical Questions — A Knowledge Graph Approach / 3111
Shuo Yang, Lei Zou, Zhongyuan Wang, Jun Yan, Ji-Rong Wen

Incorporating Knowledge Graph Embeddings into Topic Modeling / 3119
Liang Yao, Yin Zhang, Baogang Wei, Zhe Jin, Rui Zhang, Yangyang Zhang, Qinfei Chen

A Context-Enriched Neural Network Method for Recognizing Lexical Entailment / 3127
Kun Zhang, Enhong Chen, Qi Liu, Chuanren Liu, Guangyi Lv

Natural Language Processing and Machine Learning

Bayesian Neural Word Embedding / 3135
Oren Barkan

Improving Word Embeddings with Convolutional Feature Learning and Subword Information / 3144
Shaosheng Cao, Wei Lu

Joint Copying and Restricted Generation for Paraphrase / 3152
Ziqiang Cao, Chuwei Luo, Wenjie Li, Sujian Li

Unsupervised Learning of Evolving Relationships Between Literary Characters / 3159
Snigdha Chaturvedi, Mohit Iyyer, Hal Daume III

Translation Prediction with Source Dependency-Based Context Representation / 3166
Kehai Chen, Tiejun Zhao, Muyun Yang, Lemao Liu

Maximum Reconstruction Estimation for Generative Latent-Variable Models / 3173
Yong Cheng, Yang Liu, Wei Xu

Incorporating Expert Knowledge into Keyphrase Extraction / 3180
Sujatha Das Gollapalli, Xiao-li Li, Peng Yang

Unsupervised Learning for Lexicon-Based Classification / 3188
Jacob Eisenstein

Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge / 3195
Matt Gardner, Jayant Krishnamurthy

Geometry of Compositionality / 3202
Hongyu Gong, Suma Bhat, Pramod Viswanath

Disambiguating Spatial Prepositions Using Deep Convolutional Networks / 3209
Kaveh Hassani, Won-Sook Lee

A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media / 3216
Hangfeng He, Xu Sun

Recurrent Attentional Topic Model / 3223
Shuangyin Li, Yu Zhang, Rong Pan, Mingzhi Mao, Yang Yang

Representations of Context in Recognizing the Figurative and Literal Usages of Idioms / 3230
Changsheng Liu, Rebecca Hwa

Deterministic Attention for Sequence-to-Sequence Constituent Parsing / 3237
Chunpeng Ma, Lemao Liu, Akihiro Tamura, Tiejun Zhao, Eiichiro Sumita

S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions / 3244
Xian-Ling Mao, Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen

Coherent Dialogue with Attention-Based Language Models / 3252
Hongyuan Mei, Mohit Bansal, Matthew R. Walter

Definition Modeling: Learning to Define Word Embeddings in Natural Language / 3259
Thanapon Noraset, Chen Liang, Larry Birnbaum, Doug Downey

Incrementally Learning the Hierarchical Softmax Function for Neural Language Models / 3267
Hao Peng, Jianxin Li, Yangqiu Song, Yaopeng Liu

Condensed Memory Networks for Clinical Diagnostic Inferencing / 3274
Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri

Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network / 3281
Keisuke Sakaguchi, Kevin Duh, Matt Post, Benjamin Van Durme

Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation / 3288
Iulian Vlad Serban, Tim Klinger, Gerald Tesauro, Kartik Talamadupula, Bowen Zhou, Yoshua Bengio, Aaron Courville

A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues / 3295
Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron Courville, Yoshua Bengio

Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation / 3302
Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu

Semantic Parsing with Neural Hybrid Trees / 3309
Raymond Hendy Susanto, Wei Lu

Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms / 3316
Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao

Dual-Clustering Maximum Entropy with Application to Classification and Word Embedding / 3323
Xiaolong Wang, Jingjing Wang, Chengxiang Zhai

Neural Machine Translation Advised by Statistical Machine Translation / 3330
Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, Min Zhang

A Dynamic Window Neural Network for CCG Supertagging / 3337
Huijia Wu, Jiajun Zhang, Chengqing Zong

Distinguish Polarity in Bag-of-Words Visualization / 3344
Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok Choudhary

Topic Aware Neural Response Generation / 3351
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma

Variational Autoencoder for Semi-Supervised Text Classification / 3358
Weidi Xu, Haoze Sun, Chao Deng, Ying Tan

Neural Models for Sequence Chunking / 3365
Feifei Zhai, Saloni Potdar, Bing Xiang, Bowen Zhou

BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings / 3372
Biao Zhang, Deyi Xiong, Jinsong Su

Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision / 3379
Meng Zhang, Haoruo Peng, Yang Liu, Huanbo Luan, Maosong Sun

Active Discriminative Text Representation Learning / 3386
Ye Zhang, Matthew Lease, Byron C. Wallace

Learning Context-Specific Word/Character Embeddings / 3393
Xiaoqing Zheng, Jiangtao Feng, Yi Chen, Haoyuan Peng, Wenqing Zhang

Mechanism-Aware Neural Machine for Dialogue Response Generation / 3400
Ganbin Zhou, Ping Luo, Rongyu Cao, Fen Lin, Bo Chen, Qing He

Natural Language Processing and Text Mining

Bootstrapping Distantly Supervised IE Using Joint Learning and Small Well-Structured Corpora / 3408
Lidong Bing, Bhuwan Dhingra, Kathryn Mazaitis, Jong Hyuk Park, William W. Cohen

Using Discourse Signals for Robust Instructor Intervention Prediction / 3415
Muthu Kumar Chandrasekaran, Carrie Demmans Epp, Min-Yen Kan, Diane J. Litman

Automatic Emphatic Information Extraction from Aligned Acoustic Data and Its Application on Sentence Compression / 3422
Yanju Chen, Rong Pan

Unsupervised Sentiment Analysis with Signed Social Networks / 3429
Kewei Cheng, Jundong Li, Jiliang Tang, Huan Liu

Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction / 3436
Ying Ding, Jianfei Yu, Jing Jiang

Distant Supervision via Prototype-Based Global Representation Learning / 3443
Xianpei Han, Le Sun

What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM / 3450
Linmei Hu, Juanzi Li, Liqiang Nie, Xiao-Li Li, Chao Shao

Efficient Dependency-Guided Named Entity Recognition / 3457
Zhanming Jie, Aldrian Obaja Muis, Wei Lu

Improving Event Causality Recognition with Multiple Background Knowledge Sources Using Multi-Column Convolutional Neural Networks / 3466
Canasai Kruengkrai, Kentaro Torisawa, Chikara Hashimoto, Julien Kloetzer, Jong-Hoon Oh, Masahiro Tanaka

Efficiently Mining High Quality Phrases from Texts / 3474
Bing Li, Xiaochun Yang, Bin Wang, Wei Cui

Learning Latent Sentiment Scopes for Entity-Level Sentiment Analysis / 3482
Hao Li, Wei Lu

Structural Correspondence Learning for Cross-Lingual Sentiment Classification with One-to-Many Mappings / 3490
Nana Li, Shuangfei Zhai, Zhongfei Zhang, Boying Liu

Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization / 3497
Piji Li, Zihao Wang, Wai Lam, Zhaochun Ren, Lidong Bing

Collaborative User Clustering for Short Text Streams / 3504
Shangsong Liang, Zhaochun Ren, Emine Yilmaz, Evangelos Kanoulas

Word Embedding Based Correlation Model for Question/Answer Matching / 3511
Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong

Greedy Flipping for Constrained Word Deletion / 3518
Jin-ge Yao, Xiaojun Wan

Attentive Interactive Neural Networks for Answer Selection in Community Question Answering / 3525
Xiaodong Zhang, Sujian Li, Lei Sha, Houfeng Wang

Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning / 3532
Zhou Zhao, Hanqing Lu, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang

Planning and Scheduling

Plan Reordering and Parallel Execution — A Parameterized Complexity View / 3540
Meysam Aghighi, Christer Bäckström

Validating Domains and Plans for Temporal Planning via Encoding into Infinite-State Linear Temporal Logic / 3547
Alessandro Cimatti, Andrea Micheli, Marco Roveri

On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment / 3555
Giuseppe De Giacomo, Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi

Bounding the Probability of Resource Constraint Violations in Multi-Agent MDPs / 3562
Frits de Nijs, Erwin Walraven, Mathijs M. de Weerdt, Matthijs T. J. Spaan

Optimizing Quantiles in Preference-Based Markov Decision Processes / 3569
Hugo Gilbert, Paul Weng, Yan Xu

An Analysis of Monte Carlo Tree Search / 3576
Steven James, George Konidaris, Benjamin Rosman

An Efficient Approach to Model-Based Hierarchical Reinforcement Learning / 3583
Zhuoru Li, Akshay Narayan, Tze-Yun Leong

Best-First Width Search: Exploration and Exploitation in Classical Planning / 3590
Nir Lipovetzky, Hector Geffner

Robust Execution of Probabilistic Temporal Plans / 3597
Kyle Lund, Sam Dietrich, Scott Chow, James C. Boerkoel

Multi-Agent Path Finding with Delay Probabilities / 3605
Hang Ma, T. K. Satish Kumar, Sven Koenig

Logical Filtering and Smoothing: State Estimation in Partially Observable Domains / 3613
Brent Mombourquette, Christian Muise, Sheila A. McIlraith

Landmark-Based Heuristics for Goal Recognition / 3622
Ramon Fraga Pereira, Nir Oren, Felipe Meneguzzi

Fast SSP Solvers Using Short-Sighted Labeling / 3629
Luis Enrique Pineda, Kyle Hollins Wray, Shlomo Zilberstein

Higher-Dimensional Potential Heuristics for Optimal Classical Planning / 3636
Florian Pommerening, Malte Helmert, Blai Bonet

Schematic Invariants by Reduction to Ground Invariants / 3644
Jussi Rintanen

Narrowing the Gap Between Saturated and Optimal Cost Partitioning for Classical Planning / 3651
Jendrik Seipp, Thomas Keller, Malte Helmert

Incorporating Domain-Independent Planning Heuristics in Hierarchical Planning / 3658
Vikas Shivashankar, Ron Alford, David W. Aha

Computational Issues in Time-Inconsistent Planning / 3665
Pingzhong Tang, Yifeng Teng, Zihe Wang, Shenke Xiao, Yichong Xu

Accelerated Vector Pruning for Optimal POMDP Solvers / 3672
Erwin Walraven, Matthijs T. J. Spaan

When to Reset Your Keys: Optimal Timing of Security Updates via Learning / 3679
Zizhan Zheng, Ness B. Shroff, Prasant Mohapatra

Human-Aware Plan Recognition / 3686
Hankz Hankui Zhuo

Reasoning under Uncertainty

Minimal Undefinedness for Fuzzy Answer Sets / 3694
Mario Alviano, Giovanni Amendola, Rafael Peñaloza

Open-Universe Weighted Model Counting / 3701
Vaishak Belle

Deterministic versus Probabilistic Methods for Searching for an Evasive Target / 3709
Sara Bernardini, Maria Fox, Derek Long, Chiara Piacentini

Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces / 3716
Alberto Camacho, Eleni Triantafillou, Christian Muise, Jorge A. Baier, Sheila A. McIlraith

Optimizing Expectation with Guarantees in POMDPs / 3725
Krishnendu Chatterjee, Petr Novotný, Guillermo A. Pérez, Jean-François Raskin, Đorđe Žikelić

Latent Dependency Forest Models / 3733
Shanbo Chu, Yong Jiang, Kewei Tu

Causal Effect Identification by Adjustment under Confounding and Selection Biases / 3740
Juan D. Correa, Elias Bareinboim

The Linearization of Belief Propagation on Pairwise Markov Random Fields / 3747
Wolfgang Gatterbauer

The Kernel Kalman Rule — Efficient Nonparametric Inference with Recursive Least Squares / 3754
Gregor H. W. Gebhardt, Andras Kupcsik, Gerhard Neumann

Misspecified Linear Bandits / 3761
Avishek Ghosh, Sayak Ray Chowdhury, Aditya Gopalan

Reasoning about Cognitive Trust in Stochastic Multiagent Systems / 3768
Xiaowei Huang, Marta Zofia Kwiatkowska

Anytime Best+Depth-First Search for Bounding Marginal MAP / 3775
Radu Marinescu, Junkyu Lee, Alexander Ihler, Rina Dechter

Multi-Objective Influence Diagrams with Possibly Optimal Policies / 3783
Radu Marinescu, Abdul Razak, Nic Wilson

Hindsight Optimization for Hybrid State and Action MDPs / 3790
Aswin Raghavan, Scott Sanner, Roni Khardon, Prasad Tadepalli, Alan Fern

I See What You See: Inferring Sensor and Policy Models of Human Real-World Motor Behavior / 3797
Felix Schmitt, Hans-Joachim Bieg, Michael Herman, Constantin A. Rothkopf

Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties / 3804
Zhen Zhang, Qinfeng Shi, Julian McAuley, Wei Wei, Yanning Zhang, Rui Yao, Anton van den Hengel

Robotics

Deep Learning Quadcopter Control via Risk-Aware Active Learning / 3812
Olov Andersson, Mariusz Wzorek, Patrick Doherty

Latent Dirichlet Allocation for Unsupervised Activity Analysis on an Autonomous Mobile Robot / 3819
Paul Duckworth, Muhannad Alomari, James Charles, David C. Hogg, Anthony G. Cohn

Unsupervised Feature Learning for 3D Scene Reconstruction with Occupancy Maps / 3827
Vitor Campanholo Guizilini, Fabio Tozeto Ramos

Grounded Action Transformation for Robot Learning in Simulation / 3834
Josiah P. Hanna, Peter Stone

A Diversified Generative Latent Variable Model for WiFi-SLAM / 3841
Hao Xiong, Dacheng Tao

Associate Latent Encodings in Learning from Demonstrations / 3848
Hang Yin, Francisco S. Melo, Aude Billard, Ana Paiva

Dynamically Constructed (PO)MDPs for Adaptive Robot Planning / 3855
Shiqi Zhang, Piyush Khandelwal, Peter Stone

Search and Constraint Satisfaction

A SAT-Based Approach for Solving the Modal Logic S5-Satisfiability Problem / 3864
Thomas Caridroit, Jean-Marie Lagniez, Daniel Le Berre, Tiago de Lima, Valentin Montmirail

A BTP-Based Family of Variable Elimination Rules for Binary CSPs / 3871
Achref El Mouelhi

Algorithms for Deciding Counting Quantifiers over Unary Predicates / 3878
Marcelo Finger, Glauber De Bona

Maximum Model Counting / 3885
Daniel J. Fremont, Markus N. Rabe, Sanjit A. Seshia

Phase Transitions for Scale-Free SAT Formulas / 3893
Tobias Friedrich, Anton Krohmer, Ralf Rothenberger, Andrew M. Sutton

The Opacity of Backbones / 3900
Lane A. Hemaspaandra, David E. Narváez

Between Subgraph Isomorphism and Maximum Common Subgraph / 3907
Ruth Hoffmann, Ciaran McCreesh, Craig Reilly

Should Algorithms for Random SAT and Max-SAT Be Different? / 3915
Sixue Liu, Gerard de Melo

Soft and Cost MDD Propagators / 3922
Guillaume Perez, Jean-Charles Régin

Rigging Nearly Acyclic Tournaments Is Fixed-Parameter Tractable / 3929
M. S. Ramanujan, Stefan Szeider

RQUERY: Rewriting Natural Language Queries on Knowledge Graphs to Alleviate the Vocabulary Mismatch Problem / 3936
Saeedeh Shekarpour, Edgard Marx, Sören Auer, Amit Sheth

CoCoA: A Non-Iterative Approach to a Local Search (A)DCOP Solver / 3944
Cornelis Jan van Leeuwen, Przemyslaw Pawelczak

Extending Compact-Table to Negative and Short Tables / 3951
Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus

General Bounds on Satisfiability Thresholds for Random CSPs via Fourier Analysis / 3958
Colin Wei, Stefano Ermon

Vision

Regularized Diffusion Process for Visual Retrieval / 3967
Song Bai, Xiang Bai, Qi Tian, Longin Jan Latecki

Collective Deep Quantization for Efficient Cross-Modal Retrieval / 3974
Yue Cao, Mingsheng Long, Jianmin Wang, Shichen Liu

Reference Based LSTM for Image Captioning / 3981
Minghai Chen, Guiguang Ding, Sicheng Zhao, Hui Chen, Qiang Liu, Jungong Han

A Multi-Task Deep Network for Person Re-Identification / 3988
Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang

VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem / 3995
Ronald Clark, Sen Wang, Hongkai Wen, Andrew Markham, Niki Trigoni

Deep Correlated Metric Learning for Sketch-based 3D Shape Retrieval / 4002
Guoxian Dai, Jin Xie, Fan Zhu, Yi Fang

Deep Manifold Learning of Symmetric Positive Definite Matrices with Application to Face Recognition / 4009
Zhen Dong, Su Jia, Chi Zhang, Mingtao Pei, Yuwei Wu

Sherlock: Scalable Fact Learning in Images / 4016
Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal

Robust Visual Tracking via Local-Global Correlation Filter / 4025
Heng Fan, Jinhai Xiang

DECK: Discovering Event Composition Knowledge from Web Images for Zero-Shot Event Detection and Recounting in Videos / 4032
Chuang Gan, Chen Sun, Ram Nevatia

Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network / 4039
Quan Gan, Siqi Nie, Shangfei Wang, Qiang Ji

Active Video Summarization: Customized Summaries via On-line Interaction with the User / 4046
Ana Garcia del Molino, Xavier Boix, Joo-Hwee Lim, Ah-Hwee Tan

Building an End-to-End Spatial-Temporal Convolutional Network for Video Super-Resolution / 4053
Jun Guo, Hongyang Chao

Zero-Shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels / 4061
Yuchen Guo, Guiguang Ding, Jungong Han, Yue Gao

Attributes for Improved Attributes: A Multi-Task Network Utilizing Implicit and Explicit Relationships for Facial Attribute Classification / 4068
Emily M. Hand, Rama Chellappa

Weakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image Classification / 4075
Xiangteng He, Yuxin Peng

Video Recovery via Learning Variation and Consistency of Images / 4082
Zhouyuan Huo, Shangqian Gao, Weidong Cai, Heng Huang

Nonnegative Orthogonal Graph Matching / 4089
Bo Jiang, Jin Tang, Chris Ding, Bin Luo

Multi-Path Feedback Recurrent Neural Networks for Scene Parsing / 4096
Xiaojie Jin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan

Detection and Recognition of Text Embedded in Online Images via Neural Context Models / 4103
Chulmoo Kang, Gunhee Kim, Suk I. Yoo

Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network / 4111
Suha Kwak, Seunghoon Hong, Bohyung Han

Robust MIL-Based Feature Template Learning for Object Tracking / 4118
Xiangyuan Lan, Pong C. Yuen, Rama Chellappa

Learning Patch-Based Dynamic Graph for Visual Tracking / 4126
Chenglong Li, Liang Lin, Wangmeng Zuo, Jin Tang

Image Caption with Global-Local Attention / 4133
Linghui Li, Sheng Tang, Lixi Deng, Yongdong Zhang, Qi Tian

Visual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion Models / 4140
Siyi Li, Dit-Yan Yeung

A Multiview-Based Parameter Free Framework for Group Detection / 4147
Xuelong Li, Mulin Chen, Feiping Nie, Qi Wang

Weakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment / 4154
Zechao Li, Jinhui Tang

TextBoxes: A Fast Text Detector with a Single Deep Neural Network / 4161
Minghui Liao, Baoguang Shi, Xiang Bai, Xinggang Wang, Wenyu Liu

An Artificial Agent for Robust Image Registration / 4168
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu

Attention Correctness in Neural Image Captioning / 4176
Chenxi Liu, Junhua Mao, Fei Sha, Alan Yuille

Boosting Complementary Hash Tables for Fast Nearest Neighbor Search / 4183
Xianglong Liu, Cheng Deng, Yadong Mu, Zhujin Li

Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition / 4190
Xiao Liu, Jiang Wang, Shilei Wen, Errui Ding, Yuanqing Lin

Video Captioning with Listwise Supervision / 4197
Yuan Liu, Xue Li, Zhongchao Shi

Closing the Loop for Edge Detection and Object Proposals / 4204
Yao Lu, Linda Shapiro

Learning Discriminative Activated Simplices for Action Recognition / 4211
Chenxu Luo, Chang Ma, Chunyu Wang, Yizhou Wang

Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization / 4218
Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou

Online Multi-Target Tracking Using Recurrent Neural Networks / 4225
Anton Milan, S. Hamid Rezatofighi, Anthony Dick, Ian Reid, Konrad Schindler

Text-Guided Attention Model for Image Captioning / 4233
Jonghwan Mun, Minsu Cho, Bohyung Han

Fully Convolutional Neural Networks with Full-Scale-Features for Semantic Segmentation / 4240
Tianxiang Pan, Bin Wang, Guiguang Ding, Jun-Hai Yong

Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters / 4247
A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo

Privacy-Preserving Human Activity Recognition from Extreme Low Resolution / 4255
Michael S. Ryoo, Brandon Rothrock, Charles Fleming, Hyun Jong Yang

An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data / 4263
Sijie Song, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jiaying Liu

Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs / 4271
Xinhang Song, Luis Herranz, Shuqiang Jiang

Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning / 4278
Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, Alexander A Alemi

Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity / 4285
Zhiqiang Tao, Hongfu Liu, Huazhu Fu, Yun Fu

Quantifying and Detecting Collective Motion by Manifold Learning / 4292
Qi Wang, Mulin Chen, Xuelong Li

Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing / 4299
Yuanlu Xu, Xiaobai Liu, Lei Qin, Song-Chun Zhu

Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification / 4306
Yang Yang, Longyin Wen, Siwei Lyu, Stan Z. Li

Leveraging Saccades to Learn Smooth Pursuit: A Self-Organizing Motion Tracking Model Using Restricted Boltzmann Machines / 4313
Arjun Yogeswaran, Pierre Payeur

Efficient Object Instance Search Using Fuzzy Objects Matching / 4320
Tan Yu, Yuwei Wu, Sreyasee Bhattacharjee, Junsong Yuan

Face Hallucination with Tiny Unaligned Images by Transformative Discriminative Neural Networks / 4327
Xin Yu, Fatih Porikli

Leveraging Video Descriptions to Learn Video Question Answering / 4334
Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang, Yuan-Hong Liao, Juan Carlos Niebles, Min Sun

Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image / 4341
Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Yunhong Wang, Wangmeng Zuo, Wei-Shi Zheng

Special Track on Cognitive Systems

Natural Language Acquisition and Grounding for Embodied Robotic Systems / 4349
Muhannad Alomari, Paul Duckworth, David C. Hogg, Anthony G. Cohn

Analogical Chaining with Natural Language Instruction for Commonsense Reasoning / 4357
Joseph A. Blass, Kenneth D. Forbus

Inductive Reasoning about Ontologies Using Conceptual Spaces / 4364
Zied Bouraoui, Shoaib Jameel, Steven Schockaert

Integrating the Cognitive with the Physical: Musical Path Planning for an Improvising Robot / 4371
Mason Bretan, Gil Weinberg

Imagined Visual Representations as Multimodal Embeddings / 4378
Guillem Collell, Ted Zhang, Marie-Francine Moens

Goal Operations for Cognitive Systems / 4385
Michael T. Cox, Dustin Dannenhauer, Sravya Kondrakunta

Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge / 4392
Wang-Zhou Dai, Zhi-Hua Zhou

Reactive Versus Anticipative Decision Making in a Novel Gift-Giving Game / 4399
Elias Fernández Domingos, Juan Carlos Burguillo, Tom Lenaerts

Towards Continuous Scientific Data Analysis and Hypothesis Evolution / 4406
Yolanda Gil, Daniel Garijo, Varun Ratnakar, Rajiv Mayani, Ravali Adusumilli, Hunter Boyce, Arunima Srivastava, Parag Mallick

Flexible Model Induction through Heuristic Process Discovery / 4415
Pat Langley, Adam Arvay

When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems? / 4422
Smitha Milli, Falk Lieder, Thomas L. Griffiths

Scanpath Complexity: Modeling Reading Effort Using Gaze Information / 4429
Abhijit Mishra, Diptesh Kanojia, Seema Nagar, Kuntal Dey, Pushpak Bhattacharyya

Identifying Useful Inference Paths in Large Commonsense Knowledge Bases by Retrograde Analysis / 4437
Abhishek Sharma, Keith M. Goolsbey

ConceptNet 5.5: An Open Multilingual Graph of General Knowledge / 4444
Robert Speer, Joshua Chin, Catherine Havasi

Towards a Brain Inspired Model of Self-Awareness for Sociable Agents / 4452
Budhitama Subagdja, Ah-Hwee Tan

Semantic Proto-Role Labeling / 4459
Adam Teichert, Adam Poliak, Benjamin Van Durme, Matthew R. Gormley

Special Track on Computational Sustainability

Matrix Factorisation for Scalable Energy Breakdown / 4467
Nipun Batra, Hongning Wang, Amarjeet Singh, Kamin Whitehouse

Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data / 4474
Souhaib Ben Taieb, Jiafan Yu, Mateus Neves Barreto, Ram Rajagopal

Maximizing the Probability of Arriving on Time: A Practical Q-Learning Method / 4481
Zhiguang Cao, Hongliang Guo, Jie Zhang, Frans Oliehoek, Ulrich Fastenrath

Counting-Based Reliability Estimation for Power-Transmission Grids / 4488
Leonardo Duenas-Osorio, Kuldeep S. Meel, Roger Paredes, Moshe Y. Vardi

Three New Algorithms to Solve N-POMDPs / 4495
Yann Dujardin, Tom Dietterich, Iadine Chadès

Fine-Grained Car Detection for Visual Census Estimation / 4502
Timnit Gebru, Jonathan Krause, Yilun Wang, Duyun Chen, Jia Deng, Li Fei-Fei

Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning / 4509
Andre R. Goncalves, Arindam Banerjee, Fernando J. Von Zuben

Species Distribution Modeling of Citizen Science Data as a Classification Problem with Class-Conditional Noise / 4516
Rebecca A. Hutchinson, Liqiang He, Sarah C. Emerson

Combining Satellite Imagery and Open Data to Map Road Safety / 4524
Alameen Najjar, Shun'ichi Kaneko, Yoshikazu Miyanaga

Fast-Tracking Stationary MOMDPs for Adaptive Management Problems / 4531
Martin Péron, Kai Helge Becker, Peter Bartlett, Iadine Chadès

Extracting Urban Microclimates from Electricity Bills / 4538
Thuy Vu, D. Stott Parker

Robust Optimization for Tree-Structured Stochastic Network Design / 4545
Xiaojian Wu, Akshat Kumar, Daniel Sheldon, Shlomo Zilberstein

Dynamic Optimization of Landscape Connectivity Embedding Spatial-Capture-Recapture Information / 4552
Yexiang Xue, Xiaojian Wu, Dana Morin, Bistra Dilkina, Angela Fuller, J. Andrew Royle, Carla P. Gomes

Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data / 4559
Jiaxuan You, Xiaocheng Li, Melvin Low, David Lobell, Stefano Ermon

Special Track on Integrated Systems

Healthy Cognitive Aging: A Hybrid Random Vector Functional-Link Model for the Analysis of Alzheimer's Disease / 4567
Peng Dai, Femida Gwadry-Sridhar, Michael Bauer, Michael Borrie, Xue Teng

Mixed Discrete-Continuous Planning with Convex Optimization / 4574
Enrique Fernandez-Gonzalez, Erez Karpas, Brian Williams

Integration of Planning with Recognition for Responsive Interaction Using Classical Planners / 4581
Richard G. Freedman, Shlomo Zilberstein

Configuration Planning with Temporal Constraints / 4589
Uwe Köckemann, Lars Karlsson

Learning to Predict Intent from Gaze During Robotic Hand-Eye Coordination / 4596
Yosef Razin, Karen Feigh

Vision-Language Fusion for Object Recognition / 4603
Sz-Rung Shiang, Stephanie Rosenthal, Anatole Gershman, Jaime Carbonell, Jean Oh

State Projection via AI Planning / 4611
Shirin Sohrabi, Anton V. Riabov, Octavian Udrea

Building Task-Oriented Dialogue Systems for Online Shopping / 4618
Zhao Yan, Nan Duan, Peng Chen, Ming Zhou, Jianshe Zhou, Zhoujun Li

Innovative Applications of Artificial Intelligence Conference: Deployed Application Case Studies

Large-Scale Occupational Skills Normalization for Online Recruitment / 4627
Faizan Javed, Phuong Hoang, Thomas Mahoney, Matt McNair

Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery / 4635
Yexiang Xue, Junwen Bai, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Johan Bjorck, Liane Longpre, Santosh K. Suram, Robert B. van Dover, John Gregoire, Carla P. Gomes

Innovative Applications of Artificial Intelligence Conference: Emerging Application Case Studies

A Machine Learning Approach for Semantic Structuring of Scientific Charts in Scholarly Documents / 4644
Rabah A. Al-Zaidy, C. Lee Giles

ParkUs: A Novel Vehicle Parking Detection System / 4650
Pietro Edoardo Carnelli, Joy Yeh, Mahesh Sooriyabandara, Aftab Khan

UbuntuWorld 1.0 LTS — A Platform for Automated Problem Solving & Troubleshooting in the Ubuntu OS / 4657
Tathagata Chakraborti, Kartik Talamadupula, Kshitij P. Fadnis, Murray Campbell, Subbarao Kambhampati

Calories Prediction from Food Images / 4664
Manal Chokr, Shady Elbassuoni

Real-Time Indoor Localization in Smart Homes Using Semi-Supervised Learning / 4670
Negar Ghourchian, Michel Allegue-Martinez, Doina Precup

Constraint-Based Verification of a Mobile App Game Designed for Nudging People to Attend Cancer Screening / 4678
Arnaud Gotlieb, Marine Louarn, Mari Nygard, Tomas Ruiz-Lopez, Sagar Sen, Roberta Gori

Predicting Fuel Consumption and Flight Delays for Low-Cost Airlines / 4686
Yuji Horituchi, Yukino Baba, Hisashi Kashima, Masahito Suzuki, Hiroki Kayahara, Jun Maeno

Cracks Under Pressure? Burst Prediction in Water Networks Using Dynamic Metrics / 4694
Gollakota Kaushik, Abinaya Manimaran, Arunchandar Vasan, Venkatesh Sarangan, Anand Sivasubramaniam

Determining Relative Airport Threats from News and Social Media / 4701
Rupinder P. Khandpur, Taoran Ji, Yue Ning, Liang Zhao, Chang-Tien Lu, Erik R. Smith, Christopher Adams, Naren Ramakrishnan

Risk-Aware Planning: Methods and Case Study for Safer Driving Routes / 4708
John Krumm, Eric Horvitz

Designing Better Playlists with Monte Carlo Tree Search / 4715
Elad Liebman, Piyush Khandelwal, Maytal Saar-Tsechansky, Peter Stone

On Designing a Social Coach to Promote Regular Aerobic Exercise / 4721
Shiwali Mohan, Anusha Venkatakrishnan, Michael Silva, Peter Pirolli

Crowdsensing Air Quality with Camera-Enabled Mobile Devices / 4728
Zhengxiang Pan, Han Yu, Chunyan Miao, Cyril Leung

Optimal Sequential Drilling for Hydrocarbon Field Development Planning / 4734
Ruben Rodriguez Torrado, Jesus Rios, Gerald Tesauro

Predictive Off-Policy Policy Evaluation for Nonstationary Decision Problems, with Applications to Digital Marketing / 4740
Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh, Ishan Durugkar, Emma Brunskill

Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP Dataset. / 4746
Samarth Tripathi, Shrinivas Acharya, Ranti Dev Sharma, Sudhanshu Mittal, Samit Bhattacharya

A Logic Based Approach to Answering Questions about Alternatives in DIY Domains / 4753
Yi Wang, Joohyung Lee, Doo Soon Kim

Innovative Applications of Artificial Intelligence Conference: Challenge Problem Papers

Automated Data Cleansing through Meta-Learning / 4760
Ian Gemp, Georgios Theocharous, Mohammad Ghavamzadeh

Explainable Agency for Intelligent Autonomous Systems / 4762
Pat Langley, Ben Meadows, Mohan Sridharan, Dongkyu Choi

Educational Advances in Artificial Intelligence Symposium Full Papers

ARTY: Fueling Creativity through Art, Robotics and Technology for Youth / 4765
Debra T. Burhans, Karthik Dantu

Cornhole: A Widely-Accessible AI Robotics Task / 4771
Nate Derbinsky, Tyler M. Frasca

A Summer Research Experience in Robotics / 4775
Cindy M. Grimm, Alicia Lyman-Holt, William D. Smart

Creating Serious Robots That Improve Society / 4781
Susan P. Imberman, Jean McManus, Gina Otts

Recovering Concept Prerequisite Relations from University Course Dependencies / 4786
Chen Liang, Jianbo Ye, Zhaohui Wu, Bart Pursel, C. Lee Giles

Open-Ended Robotics Exploration Projects for Budding Researchers / 4792
David R. Musicant, Abha Laddha, Tom Choi

Dude, Where's My Robot?: A Localization Challenge for Undergraduate Robotics / 4798
Paul Ruvolo

A Monte Carlo Localization Assignment Using a Neato Vacuum with ROS / 4803
Zuozhi Yang, Todd W. Neller

An Image Wherever You Look! Making Vision Just Another Sensor for AI/Robotics Projects / 4806
Andy Zhang, John Lee, Ciante Jones, Zachary Dodds

Educational Advances in Artificial Intelligence Symposium Poster Papers

Application for AI-OCR Module: Auto Detection of Emails/Letter Images / 4813
Kelsey Fargas, Bingjie Zhou, Elizabeth Staruk, Sheila Tejada

Exploring Artificial Intelligence Through Image Recognition / 4815
Kelsey Fargas, Bingjie Zhou, Elizabeth Staruk, Sheila Tejada

Online SPARC for Drawing and Animation / 4817
Elias Marcopoulos, Maede Rayatidamavandi, Crisel Suarez, Yuanlin Zhang

AI Projects for Computer Science Capstone Classes (Extended Abstract) / 4819
Matthew E. Taylor, Sakire Arslan Ay

Educational Advances in Artificial Intelligence Symposium Model AI Assignments

Model AI Assignments 2017 / 4822
Todd W. Neller, Joshua Eckroth, Sravana Reddy, Joshua Ziegler, Jason Bindewald, Gilbert Peterson, Thomas Way, Paula Matuszek, Lillian Cassel, Mary-Angela Papalaskari, Carol Weiss, Ariel Anders, Sertac Karaman

Senior Member Blue Sky

The AI Rebellion: Changing the Narrative / 4826
David W. Aha, Alexandra Coman

Moral Decision Making Frameworks for Artificial Intelligence / 4831
Vincent Conitzer, Walter Sinnott-Armstrong, Jana Schaich Borg, Yuan Deng, Max Kramer

Why Teaching Ethics to AI Practitioners Is Important / 4836
Judy Goldsmith, Emanuelle Burton

Strategic Social Network Analysis / 4841
Tomasz P. Michalak, Talal Rahwan, Michael Wooldridge

Getting More Out of the Exposed Structure in Constraint Programming Models of Combinatorial Problems / 4846
Gilles Pesant

Senior Member Summary Talks

A Selected Summary of AI for Computational Sustainability / 4852
Douglas H. Fisher

Explaining Ourselves: Human-Aware Constraint Reasoning / 4858
Eugene C. Freuder

Multi-Robot Allocation of Tasks with Temporal and Ordering Constraints / 4863
Maria Gini

Progress and Challenges in Research on Cognitive Architectures / 4870
Pat Langley

Machine Learning for Entity Coreference Resolution: A Retrospective Look at Two Decades of Research / 4877
Vincent Ng

Incidental Supervision: Moving beyond Supervised Learning / 4885
Dan Roth

Latent Tree Analysis / 4891
Nevin L. Zhang, Leonard K. M. Poon

Student Abstracts

Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning / 4899
Piotr Antonik, Marc Haelterman, Serge Massar

Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback / 4901
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar

Improving Greedy Best-First Search by Removing Unintended Search Bias (Extended Abstract) / 4903
Masataro Asai, Alex Fukunaga

Frame-Based Ontology Alignment / 4905
Luigi Asprino, Valentina Presutti, Aldo Gangemi, Paolo Ciancarini

Learning Options in Multiobjective Reinforcement Learning / 4907
Rodrigo Cesar Bonini, Felipe Leno da Silva, Anna Helena Reali Costa

Towards User Personality Profiling from Multiple Social Networks / 4909
Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua

Semantic Inference of Bird Songs Using Dynamic Bayesian Networks / 4911
Keisuke Daimon, Richard W. Hedley, Charles E. Taylor

An Advising Framework for Multiagent Reinforcement Learning Systems / 4913
Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa

Android Malware Detection with Weak Ground Truth Data / 4915
Jordan DeLoach, Doina Caragea, Xinming Ou

Discovering Conversational Dependencies between Messages in Dialogs / 4917
Wenchao Du, Pascal Poupart, Wei Xu

Coordinating Human and Agent Behavior in Collective-Risk Scenarios / 4919
Elias Fernández Domingos, Juan Carlos Burguillo, Ann Nowé, Tom Lenaerts

The Complexity of Succinct Elections / 4921
Zack Fitzsimmons, Edith Hemaspaandra

A Position-Biased PageRank Algorithm for Keyphrase Extraction / 4923
Corina Florescu, Cornelia Caragea

Robust Stable Marriage / 4925
Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin

Handwriting Profiling Using Generative Adversarial Networks / 4927
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury

Policy Reuse in Deep Reinforcement Learning / 4929
Ruben Glatt, Anna Helena Reali Costa

Grounded Action Transformation for Robot Learning in Simulation / 4931
Josiah P. Hanna, Peter Stone

Bootstrapping with Models: Confidence Intervals for Off-Policy Evaluation / 4933
Josiah P. Hanna, Peter Stone, Scott Niekum

Fast Electrical Demand Optimization Under Real-Time Pricing / 4935
Shan He, Mark Wallace, Campbell Wilson, Ariel Liebman

SReN: Shape Regression Network for Comic Storyboard Extraction / 4937
Zheqi He, Yafeng Zhou, Yongtao Wang, Zhi Tang

Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost / 4939
Xingchang Huang, Yanghui Rao, Haoran Xie, Tak-Lam Wong, Fu Lee Wang

A Deep Learning Approach for Arabic Caption Generation Using Roots-Words / 4941
Vasu Jindal

Learning to Avoid Dominated Action Sequences in Planning for Black-Box Domains / 4943
Yuu Jinnai, Alex Fukunaga

Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering / 4945
Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui

Redesigning Stochastic Environments for Maximized Utility / 4947
Sarah Keren, Avigdor Gal, Erez Karpas, Luis Pineda, Shlomo Zilberstein

Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes / 4949
Taylor W. Killian, George Konidaris, Finale Doshi-Velez

Wikitop: Using Wikipedia Category Network to Generate Topic Trees / 4951
Saravana Kumar, Prasath Rengarajan, Arockia Xavier Annie

Predicting Mortality of Intensive Care Patients via Learning about Hazard / 4953
Dae Hyun Lee, Eric Horvitz

Rethinking the Link Prediction Problem in Signed Social Networks / 4955
Xiaoming Li, Hui Fang, Jie Zhang

ATSUM: Extracting Attractive Summaries for News Propagation on Microblogs / 4957
Fang Liu, Xiaojun Wan

A Systematic Practice of Judging the Success of a Robotic Grasp Using Convolutional Neural Network / 4959
Hengshuang Liu, Pengcheng Ai, Junling Chen

Neuron Learning Machine for Representation Learning / 4961
Jia Liu, Maoguo Gong, Qiguang Miao

Community-Based Question Answering via Contextual Ranking Metric Network Learning / 4963
Hanqing Lu, Ming Kong

Auto-Annotation of 3D Objects via ImageNet / 4965
Huan Luo, Cheng Wang, Jonathan Li

Semantic Interpretation of Social Network Communities / 4967
Tushar Maheshwari, Aishwarya N. Reganti, Upendra Kumar, Tanmoy Chakraborty, Amitava Das

Extreme Gradient Boosting and Behavioral Biometrics / 4969
Benjamin Manning

Plan Recognition Design / 4971
Reuth Mirsky, Roni Stern, Ya'akov (Kobi) Gal, Meir Kalech

Automatically Extracting Axioms in Classical Planning / 4973
Shuwa Miura, Alex Fukunaga

SEAPoT-RL: Selective Exploration Algorithm for Policy Transfer in RL / 4975
Akshay Narayan, Zhuoru Li, Tze-Yun Leong

Coalition Structure Generation Utilizing Graphical Representation of Partition Function Games / 4977
Kazuki Nomoto, Yuko Sakurai, Makoto Yokoo

Audio Feature Learning with Triplet-Based Embedding Network / 4979
Xiaoyu Qi, Deshun Yang, Xiaoou Chen

A Finite Memory Automaton for Two-Armed Bernoulli Bandit Problems / 4981
Ariel Rao

Semantic Representation Using Explicit Concept Space Models / 4983
Walid Ahmed Shalaby, Wlodek Zadrozny

A Sampling Based Approach for Proactive Project Scheduling with Time-Dependent Duration Uncertainty / 4985
Wen Song, Donghun Kang, Jie Zhang, Hui Xi

PAG2ADMG: A Novel Methodology to Enumerate Causal Graph Structures / 4987
Nishant Subramani, Doug Downey

Preference Elicitation in DCOPs for Scheduling Devices in Smart Buildings / 4989
Atena M. Tabakhi

Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition / 4991
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao

Predicting User Roles from Computer Logs Using Recurrent Neural Networks / 4993
Aaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson

Extracting Highly Effective Features for Supervised Learning via Simultaneous Tensor Factorization / 4995
Sunny Verma, Wei Liu, Chen Wang, Liming Zhu

Hybridizing Interval Temporal Logics: The First Step / 4997
Przemysław Andrzej Wałęga

Boosting for Real-Time Multivariate Time Series Classification / 4999
Haishuai Wang, Jun Wu

Semantic Connection Based Topic Evolution / 5001
Jiamiao Wang

Keyphrase Extraction with Sequential Pattern Mining / 5003
Qingren Wang, Victor S. Sheng, Xindong Wu

Cycle-Based Singleton Local Consistencies / 5005
Robert J. Woodward, Berthe Y. Choueiry, Christian Bessiere

Evolutionary Machine Learning for RTS Game StarCraft / 5007
Lianlong Wu, Andrew Markham

Enhancing the Privacy of Predictors / 5009
Ke Xu, Swair Shah, Tongyi Cao, Crystal Maung, Haim Schweitzer

Detecting Review Spammer Groups / 5011
Min Yang, Ziyu Lu, Xiaojun Chen, Fei Xu

Attention Based LSTM for Target Dependent Sentiment Classification / 5013
Min Yang, Wenting Tu, Jingxuan Wang, Fei Xu, Xiaojun Chen

Authorship Attribution with Topic Drift Model / 5015
Min Yang, Dingju Zhu, Yong Tang, Jingxuan Wang

Participatory Art Museum: Collecting and Modeling Crowd Opinions / 5017
Xiaoyu Zeng, Ruohan Zhang

High-Resolution Mobile Fingerprint Matching via Deep Joint KNN-Triplet Embedding / 5019
Fandong Zhang, Jufu Feng

A Computational Assessment Model for the Adaptive Level of Rehabilitation Exergames for the Elderly / 5021
Hao Zhang, Chunyan Miao, Han Yu, Cyril Leung

Natural Language Person Retrieval / 5023
Tao Zhou, Jie Yu

User Modeling Using LSTM Networks / 5025
Konrad Żołna, Bartłomiej Romański

Doctoral Consortium

Explainable Image Understanding Using Vision and Reasoning / 5028
Somak Aditya

Problem Formulation for Accommodation Support in Plan-Based Interactive Narratives / 5030
Adam Amos-Binks

An Evolutionary Algorithm Based Framework for Task Allocation in Multi-Robot Teams / 5032
Muhammad Usman Arif

Accelerating Multiagent Reinforcement Learning through Transfer Learning / 5034
Felipe Leno da Silva, Anna Helena Reali Costa

Improving Deep Reinforcement Learning with Knowledge Transfer / 5036
Ruben Glatt, Anna Helena Reali Costa

Problems in Large-Scale Image Classification / 5038
Yuchen Guo

Representations for Continuous Learning / 5040
David Isele

Structured Prediction in Time Series Data / 5042
Jia Li

A Supervised Sparse Learning Framework to Solve EEG Inverse Problem for Discriminative Activations Pattern / 5044
Feng Liu

V for Verification: Intelligent Algorithm of Checking Reliability of Smart Systems / 5046
Anna Lukina

Modelling Familiarity for Intelligent Personalized Social Mobilization / 5048
Zhengxiang Pan

Transfer of Knowledge through Collective Learning / 5050
Mohammad Rostami

Project Scheduling in Complex Business Environments / 5052
Wen Song

Human-Like Spatial Reasoning Formalisms / 5054
Przemyslaw Andrzej Walega

Joint Learning of Structural and Textual Features for Web Scale Event Extraction / 5056
Julia Wiedmann

Scalable Nonparametric Tensor Analysis / 5058
Shandian Zhe

What's Hot

SAT Competition 2016: Recent Developments / 5061
Tomas Balyo, Marijn J. H. Heule, Matti Jarvisalo

What's Hot in Evolutionary Computation / 5064
Tobias Friedrich, Frank Neumann

What's Hot in Case-Based Reasoning / 5067
Ashok Goel, Belen Diaz-Agudo

Automated Negotiating Agents Competition (ANAC) / 5070
Catholijn M. Jonker, Reyhan Aydogan, Tim Baarslag, Katsuhide Fujita, Takayuki Ito, Koen Hindriks

What's Hot in Constraint Programming / 5073
Laurent D. Michel, Michel Rueher

What's Hot at CPAIOR (Extended Abstract) / 5076
Claude-Guy Quimper

The State of the AIIDE Conference in 2017 / 5079
Nathan R. Sturtevant, Brian Magerko

Demonstrations

Deep Music: Towards Musical Dialogue / 5081
Mason Bretan, Sageev Oore, Jesse Engel, Douglas Eck, Larry Heck

AniDraw: When Music and Dance Meet Harmoniously / 5083
Yaohua Bu, Tang Taoran, Jia Jia, Ma Zhiyuan, Wu Songyao, You Yuming

Arnold: An Autonomous Agent to Play FPS Games / 5085
Devendra Singh Chaplot, Guillaume Lample

A Virtual Personal Fashion Consultant: Learning from the Personal Preference of Fashion / 5087
Jingtian Fu, Yejun Liu, Jia Jia, Yihui Ma, Fanhang Meng, Huan Huang

Efficient Clinical Concept Extraction in Electronic Medical Records / 5089
Yufan Guo, Deepika Kakrania, Tyler Baldwin, Tanveer Syeda-Mahmood

Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System / 5091
Ting-Yao Hu, Chirag Raman, Salvador Medina Maza, Liangke Gui, Tadas Baltrusaitis, Robert Frederking, Louis-Philippe Morency, Alan W. Black, Maxine Eskenazi

Visual Memory QA: Your Personal Photo and Video Search Agent / 5093
Lu Jiang, LiangLiang Cao, Yannis Kalantidis, Sachin Farfade, Alex Hauptmann

Sarcasm Suite: A Browser-Based Engine for Sarcasm Detection and Generation / 5095
Aditya Joshi, Diptesh Kanojia, Pushpak Bhattacharyya, Mark Carman

An Event Reconstruction Tool for Conflict Monitoring Using Social Media / 5097
Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, Alexander Hauptmann

Webly-Supervised Learning of Multimodal Video Detectors / 5099
Junwei Liang, Lu Jiang, Alexander Hauptmann

SenseRun: Real-Time Running Routes Recommendation towards Providing Pleasant Running Experiences / 5101
Jiayu Long, Jia Jia, Han Xu

Natural Language Dialogue for Building and Learning Models and Structures / 5103
Ian Perera, James F. Allen, Lucian Galescu, Choh Man Teng, Mark Burstein, Scott Friedman, David McDonald, Jeffrey Rye

From Semantic Models to Cognitive Buildings / 5105
Joern Ploennigs, Anika Schumann

AAAI Digital Library

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