Presentations and Authors


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Track:
 

Main Track: AI and the Web

CoreCluster: A Degeneracy Based Graph Clustering Framework PDF
Christos Giatsidis, Fragkiskos Malliaros, Dimitrios Thilikos, Michalis Vazirgiannis
Online Social Spammer Detection PDF
Xia Hu, Jiliang Tang, Huan Liu
Mapping Users across Networks by Manifold Alignment on Hypergraph PDF
Shulong Tan, Ziyu Guan, Deng Cai, Xuzhen Qin, Jiajun Bu, Chun Chen
Acquiring Comparative Commonsense Knowledge from the Web PDF
Niket Tandon, Gerard de Melo, Gerhard Weikum
Cross-Lingual Knowledge Validation Based Taxonomy Derivation from Heterogeneous Online Wikis PDF
Zhigang Wang, Juanzi Li, Shuangjie Li, Mingyang Li, Jie Tang, Kuo Zhang, Kun Zhang

Main Track: Applications

Joule Counting Correction for Electric Vehicles Using Artificial Neural Networks PDF
Michael David Taylor
How Do Your Friends on Social Media Disclose Your Emotions? PDF
Yang Yang, Jia Jia, Shumei Zhang, Boya Wu, Qicong Chen, Juanzi Li, Chunxiao Xing, Jie Tang
Forecasting Potential Diabetes Complications PDF
Yang Yang, Walter Luyten, Lu Liu, Marie-Francine Moens, Jie Tang, Juanzi Li

Main Track: Game Playing and Interactive Entertainment

Solving the Inferential Frame Problem in the General Game Description Language PDF
Javier Romero Davila, Abdallah Saffidine, Michael Thielscher

Main Track: Game Theory and Economic Paradigms

Item Bidding for Combinatorial Public Projects PDF
Evangelos Markakis, Orestis Telelis
Regret-Based Optimization and Preference Elicitation for Stackelberg Security Games with Uncertainty PDF
Thanh Hong Nguyen, Amulya Yadav, Bo An, Milind Tambe, Craig Boutilier
On the Structure of Synergies in Cooperative Games PDF
Ariel D. Procaccia, Nisarg Shah, Max Lee Tucker
Two Case Studies for Trading Multiple Indivisible Goods with Indifferences PDF
Akihisa Sonoda, Etsushi Fujita, Taiki Todo, Makoto Yokoo
Strategyproof Exchange with Multiple Private Endowments PDF
Taiki Todo, Haixin Sun, Makoto Yokoo

Main Track: Heuristic Search and Optimization

Relaxation Search: A Simple Way of Managing Optional Clauses PDF
Fahiem Bacchus, Jessica Davies, Maria Tsimpoukelli, George Katsirelos

Main Track: Humans and AI

A Strategy-Aware Technique for Learning Behaviors from Discrete Human Feedback PDF
Robert Tyler Loftin, James MacGlashan, Bei Peng, Matthew E. Taylor, Michael L. Littman, Jeff Huang, David L. Roberts
Role-Aware Conformity Modeling and Analysis in Social Networks PDF
Jing Zhang, Jie Tang, Honglei Zhuang, Cane Wing-Ki Leung, Juanzi Li

Main Track: Machine Learning Applications

User Intent Identification from Online Discussions Using a Joint Aspect-Action Topic Model PDF
Ghasem Heyrani Nobari, Chua Tat-Seng
Automatic Construction and Natural-Language Description of Nonparametric Regression Models PDF
James Robert Lloyd, David Duvenaud, Roger Grosse, Joshua Tenenbaum, Zoubin Ghahramani
Learning Deep Representations for Graph Clustering PDF
Fei Tian, Bin Gao, Qing Cui, Enhong Chen, Tie-Yan Liu
Agent Behavior Prediction and Its Generalization Analysis PDF
Fei Tian, Haifang Li, Wei Chen, Tao Qin, Enhong Chen, Tie-Yan Liu
Identifying Differences in Physician Communication Styles with a Log-Linear Transition Component Model PDF
Byron C Wallace, Issa J Dahabreh, Thomas A Trikalinos, Michael Barton Laws, Ira Wilson, Eugene Charniak
Robust Distance Metric Learning in the Presence of Label Noise PDF
Dong Wang, Xiaoyang Tan

Main Track: Multiagent Systems

Internally Stable Matchings and Exchanges PDF
Yicheng Liu, Pingzhong Tang, Wenyi Fang
Theory of Cooperation in Complex Social Networks PDF
Bijan Ranjbar-Sahraei, Haitham Bou Ammar, Daan Bloembergen, Karl Tuyls, Gerhard Weiss
Give a Hard Problem to a Diverse Team: Exploring Large Action Spaces PDF
Leandro Soriano Marcolino, Haifeng Xu, Albert Xin Jiang, Milind Tambe, Emma Bowring
Solving Zero-Sum Security Games in Discretized Spatio-Temporal Domains PDF
Haifeng Xu, Fei Fang, Albert Xin Jiang, Vincent Conitzer, Shaddin Dughmi, Milind Tambe

Main Track: NLP and Knowledge Representation

Improving Domain-independent Cloud-Based Speech Recognition with Domain-Dependent Phonetic Post-Processing PDF
Johannes Twiefel, Timo Baumann, Stefan Heinrich, Stefan Wermter

Main Track: NLP and Machine Learning

Learning Scripts as Hidden Markov Models PDF
John Walker Orr, Prasad Tadepalli, Janardhan Rao Doppa, Xiaoli Fern, Thomas G. Dietterich

Main Track: Novel Machine Learning Algorithms

Combining Multiple Correlated Reward and Shaping Signals by Measuring Confidence PDF
Tim Brys, Ann Nowé, Daniel Kudenko, Matthew E. Taylor
Natural Temporal Difference Learning PDF
William Dabney, Philip Thomas
HC-Search for Multi-Label Prediction: An Empirical Study PDF
Janardhan Rao Doppa, Jun Yu, Chao Ma, Alan Fern, Prasad Tadepalli
Active Learning for Crowdsourcing Using Knowledge Transfer PDF
Meng Fang, Jie Yin, Dacheng Tao
Coactive Learning for Locally Optimal Problem Solving PDF
Robby Goetschalckx, Alan Fern, Prasad Tadepalli
ReLISH: Reliable Label Inference via Smoothness Hypothesis PDF
Chen Gong, Dacheng Tao, Keren Fu, Jie Yang
Signed Laplacian Embedding for Supervised Dimension Reduction PDF
Chen Gong, Dacheng Tao, Jie Yang, Keren Fu
Imitation Learning with Demonstrations and Shaping Rewards PDF
Kshitij Judah, Alan Paul Fern, Prasad Tadepalli, Robby Goetschalckx
Scalable Sparse Covariance Estimation via Self-Concordance PDF
Anastasios Kyrillidis, Rabeeh Karimi Mahabadi, Quoc Tran Dinh, Volkan Cevher
Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network PDF
Yong Luo, Jian Tang, Jun Yan, Chao Xu, Zheng Chen
Semantic Data Representation for Improving Tensor Factorization PDF
Makoto Nakatsuji, Yasuhiro Fujiwara, Hiroyuki Toda, Hiroshi Sawada, Jin Zheng, James Alexander Hendler
Exact Subspace Clustering in Linear Time PDF
Shusen Wang, Bojun Tu, Congfu Xu, Zhihua Zhang
Hybrid Heterogeneous Transfer Learning through Deep Learning PDF
Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Yan Yan

Main Track: Planning and Scheduling

Structured Possibilistic Planning Using Decision Diagrams PDF
Nicolas Drougard, Florent Teichteil-Königsbuch, Jean-Loup Farges, Didier Dubois
Delivering Guaranteed Display Ads under Reach and Frequency Requirements PDF
Ali Hojjat, John Turner, Suleyman Cetintas, Jian Yang
A Scheduler for Actions with Iterated Durations PDF
James G Paterson, Eric Timmons, Brian C Williams
Cost-Based Query Optimization via AI Planning PDF
Nathan Robinson, Sheila McIlraith, David Toman
Saturated Path-Constrained MDP: Planning under Uncertainty and Deterministic Model-Checking Constraints PDF
Jonathan Sprauel, Andrey Kolobov, Florent Teichteil-Königsbuch
A Relevance-Based Compilation Method for Conformant Probabilistic Planning PDF
Ran Taig, Ronen I. Brafman

Main Track: Reasoning under Uncertainty

Recovering from Selection Bias in Causal and Statistical Inference PDF
Elias Bareinboim, Jin Tian, Judea Pearl
Testable Implications of Linear Structural Equation Models PDF
Bryant Chen, Jin Tian, Judea Pearl
Finding the k-best Equivalence Classes of Bayesian Network Structures for Model Averaging PDF
Yetian Chen, Jin Tian

Main Track: Search and Constraint Satisfaction

Adaptive Singleton-Based Consistencies PDF
Amine Balafrej, Christian Bessiere, El Houssine Bouyakhf, Gilles Trombettoni
Tailoring Local Search for Partial MaxSAT PDF
Shaowei Cai, Chuan Luo, John Thornton, Kaile Su
Q-Intersection Algorithms for Constraint-Based Robust Parameter Estimation PDF
Clement Carbonnel, Gilles Trombettoni, Philippe Vismara, Gilles Chabert

Main Track: Vision

Similarity-Preserving Binary Signature for Linear Subspaces PDF
Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang

Doctoral Consortium

Compilation Based Approaches to Probabilistic Planning -- Thesis Summary PDF
Ran Taig

Student Abstracts

Monte-Carlo Simulation Adjusting PDF
Nobuo Araki, Masakazu Muramatsu, Hoki Kunihito, Satoshi Takahashi
Online Search Algorithm Configuration PDF
Tadhg Fitzgerald, Barry O'Sullivan, Yuri Malitsky, Kevin Tierney


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