Presentations and Authors


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Track:
 

Main Track: AI and the Web

Improving Context and Category Matching for Entity Search PDF
Yueguo Chen, Lexi Gao, Shuming Shi, Xiaoyong Du, Ji-Rong Wen
CoreCluster: A Degeneracy Based Graph Clustering Framework PDF
Christos Giatsidis, Fragkiskos Malliaros, Dimitrios Thilikos, Michalis Vazirgiannis
Combining Heterogenous Social and Geographical Information for Event Recommendation PDF
Zhi Qiao, Peng Zhang, Yanan Cao, Chuan Zhou, Li Guo, Binxing Fang
Mapping Users across Networks by Manifold Alignment on Hypergraph PDF
Shulong Tan, Ziyu Guan, Deng Cai, Xuzhen Qin, Jiajun Bu, Chun Chen

Main Track: Applications

Synthesis of Geometry Proof Problems PDF
Chris Alvin, Sumit Gulwani, Rupak Majumdar, Supratik Mukhopadhyay
Huffman Coding for Storing Non-Uniformly Distributed Messages in Networks of Neural Cliques PDF
Bartosz Boguslawski, Vincent Gripon, Fabrice Seguin, Frédéric Heitzmann
Where and Why Users "Check In" PDF
Yoon-Sik Cho, Greg Ver Steeg, Aram Galstyan
A Machine Learning Approach to Musically Meaningful Homogeneous Style Classification PDF
William Herlands, Ricky Der, Yoel Greenberg, Simon Levin
Programming by Example Using Least General Generalizations PDF
Mohammad Raza, Sumit Gulwani, Natasa Milic-Frayling

Main Track: Cognitive Modeling

The Importance of Cognition and Affect for Artificially Intelligent Decision Makers PDF
Celso M. de Melo, Jonathan Gratch, Peter J. Carnevale

Main Track: Cognitive Systems

Confident Reasoning on Raven's Progressive Matrices Tests PDF
Keith McGreggor, Ashok Goel

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
Modeling and Mining Spatiotemporal Patterns of Infection Risk from Heterogeneous Data for Active Surveillance Planning PDF
Bo Yang, Hua Guo, Yi Yang, Benyun Shi, Xiaonong Zhou, Jiming Liu

Main Track: Game Theory and Economic Paradigms

Fixing a Balanced Knockout Tournament PDF
Haris Aziz, Serge Gaspers, Simon Mackenzie, Nicholas Mattei, Paul Stursberg, Toby Walsh
Binary Aggregation by Selection of the Most Representative Voters PDF
Ulle Endriss, Umberto Grandi
Potential-Aware Imperfect-Recall Abstraction with Earth Mover's Distance in Imperfect-Information Games PDF
Sam Ganzfried, Tuomas Sandholm
Mechanism Design for Mobile Geo-Location Advertising PDF
Nicola Gatti, Marco Rocco, Sofia Ceppi, Enrico H. Gerding
Voting with Rank Dependent Scoring Rules PDF
Judy Goldsmith, Jérôme Lang, Nicholas Mattei, Patrice Perny
Increasing VCG Revenue by Decreasing the Quality of Items PDF
Mingyu Guo, Argyrios Deligkas, Rahul Savani

Main Track: Heuristic Search and Optimization

Designing Fast Absorbing Markov Chains PDF
Stefano Ermon, Carla Gomes, Ashish Sabharwal, Bart Selman

Main Track: Knowledge Representation and Reasoning

Querying Inconsistent Description Logic Knowledge Bases under Preferred Repair Semantics PDF
Meghyn Bienvenu, Camille Bourgaux, François Goasdoué

Main Track: Machine Learning Applications

On the Challenges of Physical Implementations of RBMs PDF
Vincent Dumoulin, Ian J Goodfellow, Aaron Courville, Yoshua Bengio
SOML: Sparse Online Metric Learning with Application to Image Retrieval PDF
Xingyu Gao, Steven C.H. Hoi, Yongdong Zhang, Ji Wan, Jintao Li
Calibration-Free BCI Based Control PDF
Jonathan Grizou, Iñaki Iturrate, Luis Montesano, Pierre-Yves Oudeyer, Manuel Lopes
Automatic Construction and Natural-Language Description of Nonparametric Regression Models PDF
James Robert Lloyd, David Duvenaud, Roger Grosse, Joshua Tenenbaum, Zoubin Ghahramani
Learning Latent Engagement Patterns of Students in Online Courses PDF
Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daume III, Lise Getoor
Learning Deep Representations for Graph Clustering PDF
Fei Tian, Bin Gao, Qing Cui, Enhong Chen, Tie-Yan Liu

Main Track: Multiagent Systems

The Computational Rise and Fall of Fairness PDF
John P Dickerson, Jonathan Goldman, Jeremy Karp, Ariel D Procaccia, Tuomas Sandholm
Congestion Games for V2G-Enabled EV Charging PDF
Benny Lutati, Vadim Levit, Tal Grinshpoun, Amnon Meisels

Main Track: NLP and Machine Learning

Unsupervised Alignment of Natural Language Instructions with Video Segments PDF
Iftekhar Naim, Young Chol Song, Qiguang Liu, Henry Kautz, Jiebo Luo, Daniel Gildea
Semi-Supervised Matrix Completion for Cross-Lingual Text Classification PDF
Min Xiao, Yuhong Guo

Main Track: Novel Machine Learning Algorithms

Supervised Transfer Sparse Coding PDF
Maruan Al-Shedivat, Jim Jing-Yan Wang, Majed Alzahrani, Jianhua Z. Huang, Xin Gao
Learning the Structure of Probabilistic Graphical Models with an Extended Cascading Indian Buffet Process PDF
Patrick Dallaire, Philippe Giguère, Brahim Chaib-draa
Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests PDF
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic
Large-Scale Optimistic Adaptive Submodularity PDF
Victor Gabillon, Branislav Kveton, Zheng Wen, Brian Eriksson, S. Muthukrishnan
Coactive Learning for Locally Optimal Problem Solving PDF
Robby Goetschalckx, Alan Fern, Prasad Tadepalli
Kernelized Bayesian Transfer Learning PDF
Mehmet Gönen, Adam A. Margolin
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
Deep Modeling of Group Preferences for Group-Based Recommendation PDF
Liang Hu, Jian Cao, Guandong Xu, Longbing Cao, Zhiping Gu, Wei Cao
Fast Multi-Instance Multi-Label Learning PDF
Sheng-Jun Huang, Wei Gao, Zhi-Hua Zhou
Imitation Learning with Demonstrations and Shaping Rewards PDF
Kshitij Judah, Alan Paul Fern, Prasad Tadepalli, Robby Goetschalckx
Monte Carlo Filtering Using Kernel Embedding of Distributions PDF
Motonobu Kanagawa, Yu Nishiyama, Arthur Gretton, Kenji Fukumizu
Power Iterated Color Refinement PDF
Kristian Kersting, Martin Mladenov, Roman Garnett, Martin Grohe
Convex Co-embedding PDF
Farzaneh Mirzazadeh, Yuhong Guo, Dale Schuurmans
Evolutionary Dynamics of Q-Learning over the Sequence Form PDF
Fabio Panozzo, Nicola Gatti, Marcello Restelli
Efficient Generalized Fused Lasso and its Application to the Diagnosis of Alzheimer’s Disease PDF
Bo Xin, Yoshinobu Kawahara, Yizhou Wang, Wen Gao
Online Classification Using a Voted RDA Method PDF
Tianbing Xu, Jianfeng Gao, Lin Xiao, Amelia C. Regan

Main Track: Planning and Scheduling

Flexible and Scalable Partially Observable Planning with Linear Translations PDF
Blai Bonet, Hector Geffner
Solving the Traveling Tournament Problem by Packing Three-Vertex Paths PDF
Marc Goerigk, Richard Hoshino, Ken-ichi Kawarabayashi, Stephan Westphal

Main Track: Robotics

Generalizing Policy Advice with Gaussian Process Bandits for Dynamic Skill Improvement PDF
Jared Glover, Charlotte Zhu

Main Track: Search and Constraint Satisfaction

Backdoors into Heterogeneous Classes of SAT and CSP PDF
Serge Gaspers, Neeldhara Misra, Sebastian Ordyniak, Stefan Szeider, Stanislav Zivny
A Reasoner for the RCC-5 and RCC-8 Calculi Extended with Constants PDF
Stella Giannakopoulou, Charalampos Nikolaou, Manolis Koubarakis
An Experimentally Efficient Method for (MSS,CoMSS) Partitioning PDF
Eric Grégoire, Jean-Marie Lagniez, Bertrand Mazure

Main Track: Vision

Towards Topological-Transformation Robust Shape Comparison: A Sparse Representation Based Manifold Embedding Approach PDF
Longwen Gao, Shuigeng Zhou
Locality-Constrained Low-Rank Coding for Image Classification PDF
Ziheng Jiang, Ping Guo, Lihong Peng

Student Abstracts

To Share or Not to Share? The Single Agent in a Team Decision Problem PDF
Ofra Amir, Barbara J. Grosz, Roni Stern
Advice Provision for Choice Selection Processes with Ranked Options PDF
Amos Azaria, Ya'akov Gal, Claudia V. Goldman, Sarit Kraus
Event Recommendation in Event-Based Social Networks PDF
Zhi Qiao, Peng Zhang, Chuan Zhou, Yanan Cao, Li Guo, Yanchuan Zhang
Uncovering Hidden Structure through Parallel Problem Decomposition PDF
Yexiang Xue, Stefano Ermon, Carla Gomes, Bart Selman
Representing Words as Lymphocytes PDF
Jinfeng Yang, Yi Guan, Xishuang Dong, Bin He


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