Presentations and Authors


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Track:
 

Main Track: AI and the Web

Experiments on Visual Information Extraction with the Faces of Wikipedia PDF
Md. Kamrul Hasan, Christopher Joseph Pal
How Long Will It Take? Accurate Prediction of Ontology Reasoning Performance PDF
Yong-Bin Kang, Jeff Z. Pan, Shonali Krishnaswamy, Wudhichart Sawangphol, Yuan-Fang Li
Source Free Transfer Learning for Text Classification PDF
Zhongqi Lu, Yin Zhu, Sinno Jialin Pan, Evan Wei Xiang, Yujing Wang, Qiang Yang
Parallel Materialisation of Datalog Programs in Centralised, Main-Memory RDF Systems PDF
Boris Motik, Yavor Nenov, Robert Piro, Ian Horrocks, Dan Olteanu
Cross-View Feature Learning for Scalable Social Image Analysis PDF
Wenxuan Xie, Yuxin Peng, Jianguo Xiao

Main Track: Cognitive Modeling

Modeling Subjective Experience-Based Learning under Uncertainty and Frames PDF
Hyung-il Ahn, Rosalind Picard

Main Track: Cognitive Systems

Social Planning: Achieving Goals by Altering Others' Mental States PDF
Chris Pearce, Ben Meadows, Pat Langley, Mike Barley

Main Track: Game Theory and Economic Paradigms

Simultaneous Cake Cutting PDF
Eric Balkanski, Simina Brânzei, David Kurokawa, Ariel D. Procaccia
Lazy Defenders Are Almost Optimal against Diligent Attackers PDF
Avrim Blum, Nika Haghtalab, Ariel D. Procaccia
Biased Games PDF
Ioannis Caragiannis, David Kurokawa, Ariel D. Procaccia
Modal Ranking: A Uniquely Robust Voting Rule PDF
Ioannis Caragiannis, Ariel D. Procaccia, Nisarg Shah
Voting with Rank Dependent Scoring Rules PDF
Judy Goldsmith, Jérôme Lang, Nicholas Mattei, Patrice Perny
Envy-Free Division of Sellable Goods PDF
Jeremy Karp, Aleksandr M. Kazachkov, Ariel D. Procaccia
Betting Strategies, Market Selection, and the Wisdom of Crowds PDF
Willemien Kets, David M. Pennock, Rajiv Sethi, Nisarg Shah
On the Structure of Synergies in Cooperative Games PDF
Ariel D. Procaccia, Nisarg Shah, Max Lee Tucker

Main Track: Heuristic Search and Optimization

Elimination Ordering in Lifted First-Order Probabilistic Inference PDF
Seyed Mehran Kazemi, David Poole

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

Main Track: Knowledge Representation and Reasoning

Capturing Relational Schemas and Functional Dependencies in RDFS PDF
Diego Calvanese, Wolfgang Fischl, Reinhard Pichler, Emanuel Sallinger, Mantas Simkus
A Parameterized Complexity Analysis of Generalized CP-Nets PDF
Martin Kronegger, Martin Lackner, Andreas Pfandler, Reinhard Pichler

Main Track: Machine Learning Applications

Accurate Household Occupant Behavior Modeling Based on Data Mining Techniques PDF
Márcia L. Baptista, Anjie Fang, Helmut Prendinger, Rui Prada, Yohei Yamaguchi
Decomposing Activities of Daily Living to Discover Routine Clusters PDF
Onur Yürüten, Jiyong Zhang, Pearl Pu

Main Track: Multiagent Systems

Robust Winners and Winner Determination Policies under Candidate Uncertainty PDF
Craig Boutilier, Jérôme Lang, Joel Oren, Héctor Palacios
The Computational Rise and Fall of Fairness PDF
John P Dickerson, Jonathan Goldman, Jeremy Karp, Ariel D Procaccia, Tuomas Sandholm

Main Track: NLP and Machine Learning

Prediction of Helpful Reviews Using Emotions Extraction PDF
Lionel Martin, Pearl Pu

Main Track: Novel Machine Learning Algorithms

Optimal Neighborhood Preserving Visualization by Maximum Satisfiability PDF
Kerstin Bunte, Matti Järvisalo, Jeremias Berg, Petri Myllymäki, Jaakko Peltonen, Samuel Kaski
Robust Non-Negative Dictionary Learning PDF
Qihe Pan, Deguang Kong, Chris Ding, Bin Luo
Evolutionary Dynamics of Q-Learning over the Sequence Form PDF
Fabio Panozzo, Nicola Gatti, Marcello Restelli
Bagging by Design (on the Suboptimality of Bagging) PDF
Periklis Papakonstantinou, Jia Xu, Zhu Cao
Robust Multi-View Spectral Clustering via Low-Rank and Sparse Decomposition PDF
Rongkai Xia, Yan Pan, Lei Du, Jian Yin
Supervised Hashing for Image Retrieval via Image Representation Learning PDF
Rongkai Xia, Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan
Hybrid Heterogeneous Transfer Learning through Deep Learning PDF
Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Yan Yan

Main Track: Planning and Scheduling

Planning as Model Checking in Hybrid Domains PDF
Sergiy Bogomolov, Daniele Magazzeni, Andreas Podelski, Martin Wehrle
Grandpa Hates Robots - Interaction Constraints for Planning in Inhabited Environments PDF
Uwe Koeckemann, Federico Pecora, Lars Karlsson
Backdoors to Planning PDF
Martin Kronegger, Sebastian Ordyniak, Andreas Pfandler
A Scheduler for Actions with Iterated Durations PDF
James G Paterson, Eric Timmons, Brian C Williams

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

Main Track: Robotics

A Framework for Task Planning in Heterogeneous Multi Robot Systems Based on Robot Capabilities PDF
Jennifer Buehler, Maurice Pagnucco
Minimising Undesired Task Costs in Multi-Robot Task Allocation Problems with In-Schedule Dependencies PDF
Bradford Heap, Maurice Pagnucco

Main Track: Search and Constraint Satisfaction

Propagating Regular Counting Constraints PDF
Nicolas Beldiceanu, Pierre Flener, Justin Pearson, Pascal Van Hentenryck
Diagnosing Analogue Linear Systems Using Dynamic Topological Reconfiguration PDF
Alexander Feldman, Gregory Provan
A Propagator Design Framework for Constraints over Sequences PDF
Jean-Noel Monette, Pierre Flener, Justin Pearson
Avoiding Plagiarism in Markov Sequence Generation PDF
Alexandre Papadopoulos, Pierre Roy, François Pachet

Main Track: Vision

Locality-Constrained Low-Rank Coding for Image Classification PDF
Ziheng Jiang, Ping Guo, Lihong Peng
Efficient Object Detection via Adaptive Online Selection of Sensor-Array Elements PDF
Matthai Philipose
Semantic Graph Construction for Weakly-Supervised Image Parsing PDF
Wenxuan Xie, Yuxin Peng, Jianguo Xiao

Doctoral Consortium

Probabilistic Planning with Reduced Models PDF
Luis Enrique Pineda

Student Abstracts

Association Rule Hiding Based on Evolutionary Multi-Objective Optimization by Removing Items PDF
Peng Cheng, Jeng-Shyang Pan
A Novel Single-DBN Generative Model for Optimizing POMDP Controllers by Probabilistic Inference PDF
Igor Kiselev, Pascal Poupart
Computing Preferences Based on Agents' Beliefs PDF
Jian Luo, Fuan Pu, Yulai Zhang, Guiming Luo
Coordination of Multiple Teams of Robots for an Optimal Global Plan PDF
Zeynep Gozen Saribatur, Esra Erdem, Volkan Patoglu


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