Presentations and Authors

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Main Track: AI and the Web

TopicMF: Simultaneously Exploiting Ratings and Reviews for Recommendation PDF
Yang Bao, Hui Fang, Jie Zhang
Leveraging Decomposed Trust in Probabilistic Matrix Factorization for Effective Recommendation PDF
Hui Fang, Yang Bao, Jie Zhang
Compact Aspect Embedding for Diversified Query Expansions PDF
Xiaohua Liu, Arbi Bouchoucha, Alessandro Sordoni, Jian-Yun Nie
Mapping Users across Networks by Manifold Alignment on Hypergraph PDF
Shulong Tan, Ziyu Guan, Deng Cai, Xuzhen Qin, Jiajun Bu, Chun Chen
Who Also Likes It? Generating the Most Persuasive Social Explanations in Recommender Systems PDF
Beidou Wang, Martin Ester, Jiajun Bu, Deng Cai

Main Track: Applications

Huffman Coding for Storing Non-Uniformly Distributed Messages in Networks of Neural Cliques PDF
Bartosz Boguslawski, Vincent Gripon, Fabrice Seguin, Frédéric Heitzmann
Modeling and Predicting Popularity Dynamics via Reinforced Poisson Processes PDF
Huawei Shen, Dashun Wang, Chaoming Song, Albert-László Barabási

Main Track: Cognitive Modeling

Efficient Codes for Inverse Dynamics During Walking PDF
Leif Johnson, Dana H Ballard

Main Track: Cognitive Systems

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

Main Track: Computational Sustainability and AI

Challenges in Materials Discovery – Synthetic Generator and Real Datasets PDF
Ronan Le Bras, Richard Bernstein, John M Gregoire, Santosh K Suram, Carla P Gomes, Bart Selman, R. Bruce van Dover

Main Track: Game Theory and Economic Paradigms

On the Incompatibility of Efficiency and Strategyproofness in Randomized Social Choice PDF
Haris Aziz, Florian Brandl, Felix Brandt
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
Extending Tournament Solutions PDF
Felix Brandt, Markus Brill, Paul Harrenstein
The Fisher Market Game: Equilibrium and Welfare PDF
Simina Brânzei, Yiling Chen, Xiaotie Deng, Aris Filos-Ratsikas, Søren Kristoffer Stiil Frederiksen, Jie Zhang
Regret Transfer and Parameter Optimization PDF
Noam Brown, Tuomas Sandholm
Solving Imperfect Information Games Using Decomposition PDF
Neil Burch, Michael Johanson, Michael Bowling
Using Response Functions to Measure Strategy Strength PDF
Trevor Davis, Neil Burch, Michael Bowling
Preference Elicitation and Interview Minimization in Stable Matchings PDF
Joanna Drummond, Craig Boutilier
On the Axiomatic Characterization of Runoff Voting Rules PDF
Rupert Freeman, Markus Brill, Vincent Conitzer
Regret-Based Optimization and Preference Elicitation for Stackelberg Security Games with Uncertainty PDF
Thanh Hong Nguyen, Amulya Yadav, Bo An, Milind Tambe, Craig Boutilier

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: Human-Computation and Crowd Sourcing

Acquiring Commonsense Knowledge for Sentiment Analysis through Human Computation PDF
Marina Boia, Claudiu Cristian Musat, Boi Faltings

Main Track: Humans and AI

Leveraging Fee-Based, Imperfect Advisors in Human-Agent Games of Trust PDF
Cody Buntain, Amos Azaria, Sarit Kraus

Main Track: Knowledge Representation and Reasoning

Pathway Specification and Comparative Queries: A High Level Language with Petri Net Semantics PDF
Saadat Anwar, Chitta Baral
PREGO: An Action Language for Belief-Based Cognitive Robotics in Continuous Domains PDF
Vaishak Belle, Hector Levesque
Querying Inconsistent Description Logic Knowledge Bases under Preferred Repair Semantics PDF
Meghyn Bienvenu, Camille Bourgaux, François Goasdoué
Qualitative Reasoning with Modelica Models PDF
Matthew Evans Klenk, Johan de Kleer, Daniel Bobrow, Bill Janssen

Main Track: Machine Learning Applications

A Spatially Sensitive Kernel to Predict Cognitive Performance from Short-Term Changes in Neural Structure PDF
M. Hidayath Ansari, Michael H. Coen, Barbara B Bendlin, Mark A Sager, Sterling C Johnson
Accurate Household Occupant Behavior Modeling Based on Data Mining Techniques PDF
Márcia L. Baptista, Anjie Fang, Helmut Prendinger, Rui Prada, Yohei Yamaguchi
Predicting Postoperative Atrial Fibrillation from Independent ECG Components PDF
Chih-Chun Chia, James Blum, Zahi Karam, Satinder Singh, Zeeshan Syed
Online Portfolio Selection with Group Sparsity PDF
Puja Das, Nicholas Johnson, Arindam Banerjee
On the Challenges of Physical Implementations of RBMs PDF
Vincent Dumoulin, Ian J Goodfellow, Aaron Courville, Yoshua Bengio
Discovering Better AAAI Keywords via Clustering with Community-Sourced Constraints PDF
Kelly H. Moran, Byron C. Wallace, Carla E. Brodley
Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks PDF
Yuyu Zhang, Hanjun Dai, Chang Xu, Jun Feng, Taifeng Wang, Jiang Bian, Bin Wang, Tie-Yan Liu

Main Track: Multiagent Systems

Robust Winners and Winner Determination Policies under Candidate Uncertainty PDF
Craig Boutilier, Jérôme Lang, Joel Oren, Héctor Palacios
Prices Matter for the Parameterized Complexity of Shift Bribery PDF
Robert Bredereck, Jiehua Chen, Piotr Faliszewski, André Nichterlein, Rolf Niedermeier
A Game-Theoretic Analysis of Catalog Optimization PDF
Joel Oren, Nina Narodytska, Craig Boutilier
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

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 Concept Embeddings for Query Expansion by Quantum Entropy Minimization PDF
Alessandro Sordoni, Yoshua Bengio, Jian-Yun Nie

Main Track: Novel Machine Learning Algorithms

Multilabel Classification with Label Correlations and Missing Labels PDF
Wei Bi, James T Kwok
Combining Multiple Correlated Reward and Shaping Signals by Measuring Confidence PDF
Tim Brys, Ann Nowé, Daniel Kudenko, Matthew E. Taylor
Optimal Neighborhood Preserving Visualization by Maximum Satisfiability PDF
Kerstin Bunte, Matti Järvisalo, Jeremias Berg, Petri Myllymäki, Jaakko Peltonen, Samuel Kaski
PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences PDF
Róbert Busa-Fekete, Balázs Szörényi, Eyke Hüllermeier
Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests PDF
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic
Anytime Active Learning PDF
Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic
Sparse Compositional Metric Learning PDF
Yuan Shi, Aurélien Bellet, Fei Sha
Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View PDF
Nguyen Xuan Vinh, Jeffrey Chan, James Bailey

Main Track: Planning and Scheduling

Planning as Model Checking in Hybrid Domains PDF
Sergiy Bogomolov, Daniele Magazzeni, Andreas Podelski, Martin Wehrle
Flexible and Scalable Partially Observable Planning with Linear Translations PDF
Blai Bonet, Hector Geffner
Computing Contingent Plans via Fully Observable Non-Deterministic Planning PDF
Christian Muise, Vaishak Belle, Sheila A. McIlraith
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
Tree-Based On-Line Reinforcement Learning PDF
Andre M. S. Barreto

Main Track: Robotics

Efficient Optimization for Autonomous Robotic Manipulation of Natural Objects PDF
Abdeslam Boularias, James Andrew Bagnell, Anthony Stentz
A Framework for Task Planning in Heterogeneous Multi Robot Systems Based on Robot Capabilities PDF
Jennifer Buehler, Maurice Pagnucco
Learning from Unscripted Deictic Gesture and Language for Human-Robot Interactions PDF
Cynthia Matuszek, Liefeng Bo, Luke Zettlemoyer, Dieter Fox
Robust Visual Robot Localization Across Seasons Using Network Flows PDF
Tayyab Naseer, Luciano Spinello, Wolfram Burgard, Cyrill Stachniss
Qualitative Planning with Quantitative Constraints for Online Learning of Robotic Behaviours PDF
Timothy Wiley, Claude Sammut, Ivan Bratko

Main Track: Search and Constraint Satisfaction

Adaptive Singleton-Based Consistencies PDF
Amine Balafrej, Christian Bessiere, El Houssine Bouyakhf, Gilles Trombettoni
Non-Restarting SAT Solvers with Simple Preprocessing Can Efficiently Simulate Resolution PDF
Paul Beame, Ashish Sabharwal
Propagating Regular Counting Constraints PDF
Nicolas Beldiceanu, Pierre Flener, Justin Pearson, Pascal Van Hentenryck
Maximum Satisfiability Using Core-Guided MaxSAT Resolution PDF
Nina Narodytska, Fahiem Bacchus

Doctoral Consortium

The Effect of Similarity between Human and Machine Action Choices on Adaptive Automation Performance PDF
Jason M Bindewald
Solving Semantic Problems Using Contexts Extracted from Knowledge Graphs PDF
Adrian Boteanu
Reinforcement Learning on Multiple Correlated Signals PDF
Tim Brys, Ann Nowé

Student Abstracts

Partial Satisfaction Planning under Time Uncertainty with Control on When Objectives Can Be Aborted PDF
Sylvain Labranche, Éric Beaudry
Online Multi-Task Gradient Temporal-Difference Learning PDF
Vishnu Purushothaman Sreenivasan, Haitham Bou Ammar, Eric Eaton

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