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
Context-Aware Collaborative Topic Regression with Social Matrix Factorization for Recommender Systems PDF
Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Zhen Lin
Improving Context and Category Matching for Entity Search PDF
Yueguo Chen, Lexi Gao, Shuming Shi, Xiaoyong Du, Ji-Rong Wen
Machine Translation with Real-Time Web Search PDF
Lei Cui, Ming Zhou, Qiming Chen, Dongdong Zhang, Mu Li
Leveraging Decomposed Trust in Probabilistic Matrix Factorization for Effective Recommendation PDF
Hui Fang, Yang Bao, Jie Zhang
Influence Maximization with Novelty Decay in Social Networks PDF
Shanshan Feng, Xuefeng Chen, Gao Cong, Yifeng Zeng, Yeow Meng Chee, Yanping Xiang
CoreCluster: A Degeneracy Based Graph Clustering Framework PDF
Christos Giatsidis, Fragkiskos Malliaros, Dimitrios Thilikos, Michalis Vazirgiannis
Experiments on Visual Information Extraction with the Faces of Wikipedia PDF
Md. Kamrul Hasan, Christopher Joseph Pal
Online Social Spammer Detection PDF
Xia Hu, Jiliang Tang, Huan Liu
User Group Oriented Temporal Dynamics Exploration PDF
Zhiting Hu, Junjie Yao, Bin Cui
Predicting Emotions in User-Generated Videos PDF
Yu-Gang Jiang, Baohan Xu, Xiangyang Xue
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
Towards Scalable Exploration of Diagnoses in an Ontology Stream PDF
Freddy Lecue
ARIA: Asymmetry Resistant Instance Alignment PDF
Sanghoon Lee, Seung-won Hwang
Learning Parametric Models for Social Infectivity in Multi-Dimensional Hawkes Processes PDF
Liangda Li, Hongyuan Zha
Fraudulent Support Telephone Number Identification Based on Co-Occurrence Information on the Web PDF
Xin Li, Yiqun Liu, Min Zhang, Shaoping Ma
Compact Aspect Embedding for Diversified Query Expansions PDF
Xiaohua Liu, Arbi Bouchoucha, Alessandro Sordoni, Jian-Yun Nie
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
Fast and Accurate Influence Maximization on Large Networks with Pruned Monte-Carlo Simulations PDF
Naoto Ohsaka, Takuya Akiba, Yuichi Yoshida, Ken-ichi Kawarabayashi
Combining Heterogenous Social and Geographical Information for Event Recommendation PDF
Zhi Qiao, Peng Zhang, Yanan Cao, Chuan Zhou, Li Guo, Binxing Fang
Stochastic Privacy PDF
Adish Singla, Eric Horvitz, Ece Kamar, Ryen White
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
Who Also Likes It? Generating the Most Persuasive Social Explanations in Recommender Systems PDF
Beidou Wang, Martin Ester, Jiajun Bu, Deng Cai
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
Emotion Classification in Microblog Texts Using Class Sequential Rules PDF
Shiyang Wen, Xiaojun Wan
Quality-Based Learning for Web Data Classification PDF
Ou Wu, Ruiguang Hu, Xue Mao, Weiming Hu
Cross-View Feature Learning for Scalable Social Image Analysis PDF
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
Capturing Difficulty Expressions in Student Online Q&A Discussions PDF
Jaebong Yoo, Jihie Kim
A Joint Optimization Model for Image Summarization Based on Image Content and Tags PDF
Hongliang Yu, Zhi-Hong Deng, Yunlun Yang, Tao Xiong
Recommendation by Mining Multiple User Behaviors with Group Sparsity PDF
Ting Yuan, Jian Cheng, Xi Zhang, Shuang Qiu, Hanqing Lu
Learning Temporal Dynamics of Behavior Propagation in Social Networks PDF
Jun Zhang, Chaokun Wang, Jianmin Wang
Trust Prediction with Propagation and Similarity Regularization PDF
Xiaoming Zheng, Yan Wang, Mehmet A. Orgun, Youliang Zhong, Guanfeng Liu

Main Track: Applications

Synthesis of Geometry Proof Problems PDF
Chris Alvin, Sumit Gulwani, Rupak Majumdar, Supratik Mukhopadhyay
GenEth: A General Ethical Dilemma Analyzer PDF
Michael Anderson, Susan Leigh Anderson
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
Modeling and Predicting Popularity Dynamics via Reinforced Poisson Processes PDF
Huawei Shen, Dashun Wang, Chaoming Song, Albert-László Barabási
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
k-CoRating: Filling Up Data to Obtain Privacy and Utility PDF
Feng Zhang, Victor E. Lee, Ruoming Jin

Main Track: Cognitive Modeling

Modeling Subjective Experience-Based Learning under Uncertainty and Frames PDF
Hyung-il Ahn, Rosalind Picard
The Importance of Cognition and Affect for Artificially Intelligent Decision Makers PDF
Celso M. de Melo, Jonathan Gratch, Peter J. Carnevale
Efficient Codes for Inverse Dynamics During Walking PDF
Leif Johnson, Dana H Ballard
An Agent-Based Model Studying the Acquisition of a Language System of Logical Constructions PDF
Josefina Sierra-Santibanez

Main Track: Cognitive Systems

Large-Scale Analogical Reasoning PDF
Vinay K. Chaudhri, Stijn J. Heymans, Adam Overholtzer, Aaron Spaulding, Michael Wessel
Learning Compositional Sparse Models of Bimodal Percepts PDF
Suren Kumar, Vikas Dhiman, Jason J. Corso
Using Narrative Function to Extract Qualitative Information from Natural Language Texts PDF
Clifton James McFate, Kenneth Forbus, Thomas Hinrichs
Confident Reasoning on Raven's Progressive Matrices Tests PDF
Keith McGreggor, Ashok Goel
Learning Goal-Oriented Hierarchical Tasks from Situated Interactive Instruction PDF
Shiwali Mohan, John Laird
Learning Unknown Event Models PDF
Matthew Molineaux, David W. Aha
Social Planning: Achieving Goals by Altering Others' Mental States PDF
Chris Pearce, Ben Meadows, Pat Langley, Mike Barley

Main Track: Computational Sustainability and AI

Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field PDF
James Faghmous, Hung Nguyen, Matthew Le, Vipin Kumar
Placement of Loading Stations for Electric Vehicles: No Detours Necessary! PDF
Stefan Ernst Funke, Andre Nusser, Sabine Storandt
A Region-Based Model for Estimating Urban Air Pollution PDF
Arnaud Jutzeler, Jason Jingshi Li, Boi Faltings
Spatial Scan for Disease Mapping on a Mobile Population PDF
Liang Lan, Vuk Malbasa, Slobodan Vucetic
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
Supervised Scoring with Monotone Multidimensional Splines PDF
Abraham Othman
Efficient Buyer Groups for Prediction-of-Use Electricity Tariffs PDF
Valentin Robu, Meritxell Vinyals, Alex Rogers, Nicholas R. Jennings
Intelligent System for Urban Emergency Management during Large-Scale Disaster PDF
Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki
TacTex'13: A Champion Adaptive Power Trading Agent PDF
Daniel Urieli, Peter Stone
Effective Management of Electric Vehicle Storage Using Smart Charging PDF
Konstantina Valogianni, Wolfgang Ketter, John Collins, Dmitry Zhdanov
Rounded Dynamic Programming for Tree-Structured Stochastic Network Design PDF
Xiaojian Wu, Daniel Sheldon, Shlomo Zilberstein
Contextually Supervised Source Separation with Application to Energy Disaggregation PDF
Matt Wytock, J. Zico Kolter
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
A Latent Variable Model for Discovering Bird Species Commonly Misidentified by Citizen Scientists PDF
Jun Yu, Rebecca A. Hutchinson, Weng-Keen Wong

Main Track: Game Playing and Interactive Entertainment

Approximate Equilibrium and Incentivizing Social Coordination PDF
Elliot Anshelevich, Shreyas Sekar
Solving the Inferential Frame Problem in the General Game Description Language PDF
Javier Romero Davila, Abdallah Saffidine, Michael Thielscher
Generating Content for Scenario-Based Serious-Games Using CrowdSourcing PDF
Sigal Sina, Avi Rosenfeld, Sarit Kraus
Automatic Game Design via Mechanic Generation PDF
Alexander Zook, Mark O. Riedl

Main Track: Game Theory and Economic Paradigms

False-Name Bidding and Economic Efficiency in Combinatorial Auctions PDF
Colleen Alkalay-Houlihan, Adrian Vetta
On the Incompatibility of Efficiency and Strategyproofness in Randomized Social Choice PDF
Haris Aziz, Florian Brandl, Felix Brandt
Fixing a Balanced Knockout Tournament PDF
Haris Aziz, Serge Gaspers, Simon Mackenzie, Nicholas Mattei, Paul Stursberg, Toby Walsh
A Generalization of Probabilistic Serial to Randomized Social Choice PDF
Haris Aziz, Paul Stursberg
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
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
Mechanism Design for Scheduling with Uncertain Execution Time PDF
Vincent Conitzer, Angelina Vidali
Using Response Functions to Measure Strategy Strength PDF
Trevor Davis, Neil Burch, Michael Bowling
New Models for Competitive Contagion PDF
Moez Draief, Hoda Heidari, Michael Kearns
Preference Elicitation and Interview Minimization in Stable Matchings PDF
Joanna Drummond, Craig Boutilier
A Characterization of the Single-Peaked Single-Crossing Domain PDF
Edith Elkind, Piotr Faliszewski, Piotr Skowron
On Detecting Nearly Structured Preference Profiles PDF
Edith Elkind, Martin Lackner
Binary Aggregation by Selection of the Most Representative Voters PDF
Ulle Endriss, Umberto Grandi
On the Axiomatic Characterization of Runoff Voting Rules PDF
Rupert Freeman, Markus Brill, Vincent Conitzer
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
A Control Dichotomy for Pure Scoring Rules PDF
Edith Hemaspaandra, Lane A. Hemaspaandra, Henning Schnoor
A Multiarmed Bandit Incentive Mechanism for Crowdsourcing Demand Response in Smart Grids PDF
Shweta Jain, Balakrishnan Narayanaswamy, Y. Narahari
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
Incomplete Preferences in Single-Peaked Electorates PDF
Martin Lackner
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
Incentives for Truthful Information Elicitation of Continuous Signals PDF
Goran Radanovic, Boi Faltings
Equilibria in Epidemic Containment Games PDF
Sudip Saha, Abhijin Adiga, Anil Kumar S. Vullikanti
Bounding the Support Size in Extensive Form Games with Imperfect Information PDF
Martin Schmid, Matej Moravcik, Milan Hladik
Two Case Studies for Trading Multiple Indivisible Goods with Indifferences PDF
Akihisa Sonoda, Etsushi Fujita, Taiki Todo, Makoto Yokoo
Beat the Cheater: Computing Game-Theoretic Strategies for When to Kick a Gambler out of a Casino PDF
Troels Bjerre Sørensen, Melissa Dalis, Joshua Letchford, Dmytro Korzhyk, Vincent Conitzer
Strategyproof Exchange with Multiple Private Endowments PDF
Taiki Todo, Haixin Sun, Makoto Yokoo
A Strategy-Proof Online Auction with Time Discounting Values PDF
Fan Wu, Junming Liu, Zhenzhe Zheng, Guihai Chen
Incentivizing High-Quality Content from Heterogeneous Users: On the Existence of Nash Equilibrium PDF
Yingce Xia, Tao Qin, Nenghai Yu, Tie-Yan Liu
Game-Theoretic Resource Allocation for Protecting Large Public Events PDF
Yue Yin, Bo An, Manish Jain

Main Track: Heuristic Search and Optimization

Relaxation Search: A Simple Way of Managing Optional Clauses PDF
Fahiem Bacchus, Jessica Davies, Maria Tsimpoukelli, George Katsirelos
Parallel Restarted Search PDF
Andre Cire, Serdar Kadioglu, Meinolf Sellmann
Designing Fast Absorbing Markov Chains PDF
Stefano Ermon, Carla Gomes, Ashish Sabharwal, Bart Selman
Simpler Bounded Suboptimal Search PDF
Matthew Hatem, Wheeler Ruml
Elimination Ordering in Lifted First-Order Probabilistic Inference PDF
Seyed Mehran Kazemi, David Poole
Exponential Deepening A* for Real-Time Agent-Centered Search PDF
Guni Sharon, Ariel Felner, Nathan Sturtevant
Identifying Hierarchies for Fast Optimal Search PDF
Tansel Uras, Sven Koenig
Worst-Case Solution Quality Analysis When Not Re-Expanding Nodes in Best-First Search PDF
Richard Anthony Valenzano, Nathan R. Sturtevant, Jonathan Schaeffer
Sparse Learning for Stochastic Composite Optimization PDF
Weizhong Zhang, Lijun Zhang, Yao Hu, Rong Jin, Deng Cai, Xiaofei He

Main Track: Human-Computation and Crowd Sourcing

Acquiring Commonsense Knowledge for Sentiment Analysis through Human Computation PDF
Marina Boia, Claudiu Cristian Musat, Boi Faltings
Signals in the Silence: Models of Implicit Feedback in a Recommendation System for Crowdsourcing PDF
Christopher H Lin, Ece Kamar, Eric Horvitz

Main Track: Humans and AI

Leveraging Fee-Based, Imperfect Advisors in Human-Agent Games of Trust PDF
Cody Buntain, Amos Azaria, Sarit Kraus
Can Agent Development Affect Developer's Strategy? PDF
Avshalom Elmalech, David Sarne, Noa Agmon
Ordering Effects and Belief Adjustment in the Use of Comparison Shopping Agents PDF
Chen Hajaj, Noam Hazon, David Sarne
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
Dramatis: A Computational Model of Suspense PDF
Brian O'Neill, Mark Riedl
Sketch Recognition with Natural Correction and Editing PDF
Jie Wu, Changhu Wang, Liqing Zhang, Yong Rui
Role-Aware Conformity Modeling and Analysis in Social Networks PDF
Jing Zhang, Jie Tang, Honglei Zhuang, Cane Wing-Ki Leung, Juanzi Li

Main Track: Knowledge Representation and Reasoning

Managing Change in Graph-Structured Data Using Description Logics PDF
Shqiponja Ahmetaj, Diego Calvanese, Magdalena Ortiz, Mantas Simkus
The Computational Complexity of Structure-Based Causality PDF
Gadi Aleksandrowicz, Hana Chockler, Joseph Y. Halpern, Alexander Ivrii
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
Capturing Relational Schemas and Functional Dependencies in RDFS PDF
Diego Calvanese, Wolfgang Fischl, Reinhard Pichler, Emanuel Sallinger, Mantas Simkus
Exploring the Boundaries of Decidable Verification of Non-Terminating Golog Programs PDF
Jens Classen, Martin Liebenberg, Gerhard Lakemeyer, Benjamin Zarriess
Data Quality in Ontology-based Data Access: The Case of Consistency PDF
Marco Console, Maurizio Lenzerini
Reasoning on LTL on Finite Traces: Insensitivity to Infiniteness PDF
Giuseppe De Giacomo, Riccardo De Masellis, Marco Montali
A Tractable Approach to ABox Abduction over Description Logic Ontologies PDF
Jianfeng Du, Kewen Wang, Yi-Dong Shen
Exploiting Support Sets for Answer Set Programs with External Evaluations PDF
Thomas Eiter, Michael Fink, Christoph Redl, Daria Stepanova
A Knowledge Compilation Map for Ordered Real-Valued Decision Diagrams PDF
Hélène Fargier, Pierre Marquis, Alexandre Niveau, Nicolas Schmidt
The Complexity of Reasoning with FODD and GFODD PDF
Benjamin J. Hescott, Roni Khardon
Elementary Loops Revisited PDF
Jianmin Ji, Hai Wan, Peng Xiao, Ziwei Huo, Zhanhao Xiao
A Constructive Argumentation Framework PDF
Souhila Kaci, Yakoub Salhi
Datalog Rewritability of Disjunctive Datalog Programs and its Applications to Ontology Reasoning PDF
Mark Kaminski, Yavor Nenov, Bernardo Cuenca Grau
Qualitative Reasoning with Modelica Models PDF
Matthew Evans Klenk, Johan de Kleer, Daniel Bobrow, Bill Janssen
A Parameterized Complexity Analysis of Generalized CP-Nets PDF
Martin Kronegger, Martin Lackner, Andreas Pfandler, Reinhard Pichler
The Most Uncreative Examinee: A First Step toward Wide Coverage Natural Language Math Problem Solving PDF
Takuya Matsuzaki, Hidenao Iwane, Hirokazu Anai, Noriko H Arai
Computing General First-Order Parallel and Prioritized Circumscription PDF
Hai Wan, Zhanhao Xiao, Zhenfeng Yuan, Heng Zhang, Yan Zhang
Knowledge Graph Embedding by Translating on Hyperplanes PDF
Zhen Wang, Jianwen Zhang, Jianlin Feng, Zheng Chen
Abduction Framework for Repairing Incomplete EL Ontologies: Complexity Results and Algorithms PDF
Fang Wei-Kleiner, Zlatan Dragisic, Patrick Lambrix
Local-to-Global Consistency Implies Tractability of Abduction PDF
Michal Wrona
Using Model-Based Diagnosis to Improve Software Testing PDF
Tom Zamir, Roni Tzvi Stern, Meir Kalech
Pay-As-You-Go OWL Query Answering Using a Triple Store PDF
Yujiao Zhou, Yavor Nenov, Bernardo Cuenca Grau, Ian Horrocks
Contraction and Revision over DL-Lite TBoxes PDF
Zhiqiang Zhuang, Zhe Wang, Kewen Wang, Guilin Qi

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
A Convex Formulation for Semi-Supervised Multi-Label Feature Selection PDF
Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang
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
Latent Low-Rank Transfer Subspace Learning for Missing Modality Recognition PDF
Zhengming Ding, Shao Ming, Yun Fu
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
User Intent Identification from Online Discussions Using a Joint Aspect-Action Topic Model PDF
Ghasem Heyrani Nobari, Chua Tat-Seng
Low-Rank Tensor Learning with Discriminant Analysis for Action Classification and Image Recovery PDF
Chengcheng Jia, Guoqiang Zhong, Yun Fu
Ranking Tweets by Labeled and Collaboratively Selected Pairs with Transitive Closure PDF
Shenghua Liu, Xueqi Cheng, Fangtao Li
Automatic Construction and Natural-Language Description of Nonparametric Regression Models PDF
James Robert Lloyd, David Duvenaud, Roger Grosse, Joshua Tenenbaum, Zoubin Ghahramani
Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization PDF
Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan
Direct Semantic Analysis for Social Image Classification PDF
Zhiwu Lu, Liwei Wang, Ji-Rong Wen
Discovering Better AAAI Keywords via Clustering with Community-Sourced Constraints PDF
Kelly H. Moran, Byron C. Wallace, Carla E. Brodley
Learning Latent Engagement Patterns of Students in Online Courses PDF
Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daume III, Lise Getoor
Generalized Higher-Order Tensor Decomposition via Parallel ADMM PDF
Fanhua Shang, Yuanyuan Liu, James Cheng
Doubly Regularized Portfolio with Risk Minimization PDF
Weiwei Shen, Jun Wang, Shiqian Ma
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
Evaluating Trauma Patients: Addressing Missing Covariates with Joint Optimization PDF
Alex Van Esbroeck, Satinder Singh, Ilan Rubinfeld, Zeeshan Syed
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
Globally and Locally Consistent Unsupervised Projection PDF
Hua Wang, Feiping Nie, Heng Huang
Adaptive Knowledge Transfer for Multiple Instance Learning in Image Classification PDF
Qifan Wang, Lingyun Ruan, Luo Si
Privacy and Regression Model Preserved Learning PDF
Jinfeng Yi, Jun Wang, Rong Jin
Decomposing Activities of Daily Living to Discover Routine Clusters PDF
Onur Yürüten, Jiyong Zhang, Pearl Pu
Feature Selection at the Discrete Limit PDF
Miao Zhang, Chris Ding, Ya Zhang, Feiping Nie
Hybrid Singular Value Thresholding for Tensor Completion PDF
Xiaoqin Zhang, Zhengyuan Zhou, Di Wang, Yi Ma
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
Accurate Integration of Aerosol Predictions by Smoothing on a Manifold PDF
Shuai Zheng, James Kwok

Main Track: Multiagent Systems

Dynamic Multi-Agent Task Allocation with Spatial and Temporal Constraints PDF
Sofia Amador, Steven Okamoto, Roie Zivan
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
The Computational Rise and Fall of Fairness PDF
John P Dickerson, Jonathan Goldman, Jeremy Karp, Ariel D Procaccia, Tuomas Sandholm
Multi-Organ Exchange: The Whole Is Greater than the Sum of its Parts PDF
John P Dickerson, Tuomas Sandholm
On Computing Optimal Strategies in Open List Proportional Representation: The Two Parties Case PDF
Ning Ding, Fangzhen Lin
Symbolic Model Checking Epistemic Strategy Logic PDF
Xiaowei Huang, Ron van der Meyden
Internally Stable Matchings and Exchanges PDF
Yicheng Liu, Pingzhong Tang, Wenyi Fang
Congestion Games for V2G-Enabled EV Charging PDF
Benny Lutati, Vadim Levit, Tal Grinshpoun, Amnon Meisels
Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs PDF
Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein, Chongjie Zhang
Online (Budgeted) Social Choice PDF
Joel Oren, Brendan Lucier
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
Multiagent Metareasoning through Organizational Design PDF
Jason Sleight, Edmund H. Durfee
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
Regret-Based Multi-Agent Coordination with Uncertain Task Rewards PDF
Feng Wu, Nicholas R. Jennings
Solving Zero-Sum Security Games in Discretized Spatio-Temporal Domains PDF
Haifeng Xu, Fei Fang, Albert Xin Jiang, Vincent Conitzer, Shaddin Dughmi, Milind Tambe
Scalable Complex Contract Negotiation with Structured Search and Agenda Management PDF
Xiaoqin Shelley Zhang, Mark Klein, Ivan Marsa-Maestre

Main Track: NLP and Knowledge Representation

SenticNet 3: A Common and Common-Sense Knowledge Base for Cognition-Driven Sentiment Analysis PDF
Erik Cambria, Daniel Olsher, Dheeraj Rajagopal
Joint Morphological Generation and Syntactic Linearization PDF
Linfeng Song, Yue Zhang, Kai Song, Qun Liu
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

Adaptive Multi-Compositionality for Recursive Neural Models with Applications to Sentiment Analysis PDF
Li Dong, Furu Wei, Ming Zhou, Ke Xu
Collaborative Models for Referring Expression Generation in Situated Dialogue PDF
Rui Fang, Malcolm Doering, Joyce Y. Chai
Prediction of Helpful Reviews Using Emotions Extraction PDF
Lionel Martin, Pearl Pu
Unsupervised Alignment of Natural Language Instructions with Video Segments PDF
Iftekhar Naim, Young Chol Song, Qiguang Liu, Henry Kautz, Jiebo Luo, Daniel Gildea
Learning Scripts as Hidden Markov Models PDF
John Walker Orr, Prasad Tadepalli, Janardhan Rao Doppa, Xiaoli Fern, Thomas G. Dietterich
Learning Word Representation Considering Proximity and Ambiguity PDF
Lin Qiu, Yong Cao, Zaiqing Nie, Yong Yu, Yong Rui
On Dataless Hierarchical Text Classification PDF
Yangqiu Song, Dan Roth
Learning Concept Embeddings for Query Expansion by Quantum Entropy Minimization PDF
Alessandro Sordoni, Yoshua Bengio, Jian-Yun Nie
Fused Feature Representation Discovery for High-Dimensional and Sparse Data PDF
Jun Suzuki, Masaaki Nagata
Instance-Based Domain Adaptation in NLP via In-Target-Domain Logistic Approximation PDF
Rui Xia, Jianfei Yu, Feng Xu, Shumei Wang
Semi-Supervised Matrix Completion for Cross-Lingual Text Classification PDF
Min Xiao, Yuhong Guo

Main Track: NLP and Text Mining

Chinese Overt Pronoun Resolution: A Bilingual Approach PDF
Chen Chen, Vincent Ng
Chinese Zero Pronoun Resolution: An Unsupervised Approach Combining Ranking and Integer Linear Programming PDF
Chen Chen, Vincent Ng
Extracting Keyphrases from Research Papers Using Citation Networks PDF
Sujatha Das Gollapalli, Cornelia Caragea
SUIT: A Supervised User-Item Based Topic Model for Sentiment Analysis PDF
Fangtao Li, Sheng Wang, Shenghua Liu, Ming Zhang
Lifetime Lexical Variation in Social Media PDF
Lizi Liao, Jing Jiang, Ying Ding, Heyan Huang, Ee-Peng Lim
Detecting Information-Dense Texts in Multiple News Domains PDF
Yinfei Yang, Ani Nenkova
Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space PDF
Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou, Chengqing Zong

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
Active Learning with Model Selection PDF
Alnur Ali, Rich Caruana, Ashish Kapoor
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
Manifold Spanning Graphs PDF
CJ Carey, Sridhar Mahadevan
LASS: A Simple Assignment Model with Laplacian Smoothing PDF
Miguel Angel Carreira-Perpinan, Weiran Wang
Distribution-Aware Sampling and Weighted Model Counting for SAT PDF
Supratik Chakraborty, Daniel J. Fremont, Kuldeep S. Meel, Sanjit A. Seshia, Moshe Y. Vardi
Dynamic Bayesian Probabilistic Matrix Factorization PDF
Sotirios Chatzis
Echo-State Conditional Restricted Boltzmann Machines PDF
Sotirios Chatzis
A Local Non-Negative Pursuit Method for Intrinsic Manifold Structure Preservation PDF
Dongdong Chen, Jian Cheng Lv, Zhang Yi
Dropout Training for Support Vector Machines PDF
Ning Chen, Jun Zhu, Jianfei Chen, Bo Zhang
Learning with Augmented Class by Exploiting Unlabeled Data PDF
Qing Da, Yang Yu, Zhi-Hua Zhou
Natural Temporal Difference Learning PDF
William Dabney, Philip Thomas
Learning the Structure of Probabilistic Graphical Models with an Extended Cascading Indian Buffet Process PDF
Patrick Dallaire, Philippe Giguère, Brahim Chaib-draa
Finding Median Point-Set Using Earth Mover's Distance PDF
Hu Ding, Jinhui Xu
Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests PDF
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic
HC-Search for Multi-Label Prediction: An Empirical Study PDF
Janardhan Rao Doppa, Jun Yu, Chao Ma, Alan Fern, Prasad Tadepalli
Learning Instance Concepts from Multiple-Instance Data with Bags as Distributions PDF
Gary Doran, Soumya Ray
Active Learning for Crowdsourcing Using Knowledge Transfer PDF
Meng Fang, Jie Yin, Dacheng Tao
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
Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework PDF
Lei Han, Yu Zhang, Guojie Song, Kunqing Xie
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
Adaptation-Guided Case Base Maintenance PDF
Vahid Jalali, David Leake
Intra-View and Inter-View Supervised Correlation Analysis for Multi-View Feature Learning PDF
Xiao-Yuan Jing, Rui-Min Hu, Yang-Ping Zhu, Shan-Shan Wu, Chao Liang, Jing-Yu Yang
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
Spectral Thompson Sampling PDF
Tomáš Kocák, Michal Valko, Rémi Munos, Shipra Agrawal
Non-Convex Feature Learning via Lp,inf Operator PDF
Deguang Kong, Chris Ding
Pairwise-Covariance Linear Discriminant Analysis PDF
Deguang Kong, Chris Ding
Constructing Symbolic Representations for High-Level Planning PDF
George Konidaris, Leslie Kaelbling, Tomas Lozano-Perez
Feature-Cost Sensitive Learning with Submodular Trees of Classifiers PDF
Matt Kusner, Wenlin Chen, Quan Zhou, Zhixiang (Eddie) Xu, Kilian Weinberger, Yixin Chen
Scalable Sparse Covariance Estimation via Self-Concordance PDF
Anastasios Kyrillidis, Rabeeh Karimi Mahabadi, Quoc Tran Dinh, Volkan Cevher
Wormhole Hamiltonian Monte Carlo PDF
Shiwei Lan, Jeffrey Streets, Babak Shahbaba
Manifold Learning for Jointly Modeling Topic and Visualization PDF
Tuan M. V. Le, Hady W. Lauw
Partial Multi-View Clustering PDF
Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou
Sample-adaptive Multiple Kernel Learning PDF
Xinwang Liu, Lei Wang, Jian Zhang, Jianping Yin
Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network PDF
Yong Luo, Jian Tang, Jun Yan, Chao Xu, Zheng Chen
Convex Co-embedding PDF
Farzaneh Mirzazadeh, Yuhong Guo, Dale Schuurmans
Mixing-Time Regularized Policy Gradient PDF
Tetsuro Morimura, Takayuki Osogami, Tomoyuki Shirai
Semantic Data Representation for Improving Tensor Factorization PDF
Makoto Nakatsuji, Yasuhiro Fujiwara, Hiroyuki Toda, Hiroshi Sawada, Jin Zheng, James Alexander Hendler
Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning PDF
Cam-Tu Nguyen, Xiaoliang Wang, Jing Liu, Zhi-Hua Zhou
Online and Stochastic Learning with a Human Cognitive Bias PDF
Hidekazu Oiwa, Hiroshi Nakagawa
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
Anytime Active Learning PDF
Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic
On Boosting Sparse Parities PDF
Lev Reyzin
Online Multi-Task Learning via Sparse Dictionary Optimization PDF
Paul Ruvolo, Eric Eaton
A Hybrid Grammar-Based Approach for Learning and Recognizing Natural Hand Gestures PDF
Amir Sadeghipour, Stefan Kopp
Sparse Compositional Metric Learning PDF
Yuan Shi, Aurélien Bellet, Fei Sha
Locality Preserving Projection for Domain Adaptation with Multi-Objective Learning PDF
Le Shu, Tianyang Ma, Longin Jan Latecki
Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View PDF
Nguyen Xuan Vinh, Jeffrey Chan, James Bailey
Cross-Domain Metric Learning Based on Information Theory PDF
Hao Wang, Wei Wang, Chen Zhang, Fanjiang Xu
Improving Semi-Supervised Target Alignment via Label-Aware Base Kernels PDF
Qiaojun Wang, Kai Zhang, Guofei Jiang, Ivan Maric
Exact Subspace Clustering in Linear Time PDF
Shusen Wang, Bojun Tu, Congfu Xu, Zhihua Zhang
Using The Matrix Ridge Approximation to Speedup Determinantal Point Processes Sampling Algorithms PDF
Shusen Wang, Chao Zhang, Hui Qian, Zhihua Zhang
The Role of Dimensionality Reduction in Classification PDF
Weiran Wang, Miguel Angel Carreira-Perpinan
Small-Variance Asymptotics for Dirichlet Process Mixtures of SVMs PDF
Yining Wang, Jun Zhu
Learning Relative Similarity by Stochastic Dual Coordinate Ascent PDF
Pengcheng Wu, Yi Ding, Peilin Zhao, Chunyan Miao, Steven C. H. Hoi
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
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
Large-Scale Supervised Multimodal Hashing with Semantic Correlation Maximization PDF
Dongqing Zhang, Wu-Jun Li
Multi-Instance Learning with Distribution Change PDF
Wei-Jia Zhang, Zhi-Hua Zhou
Novel Density-Based Clustering Algorithms for Uncertain Data PDF
Xianchao Zhang, Han Liu, Xiaotong Zhang, Xinyue Liu
Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise PDF
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
Gradient Descent with Proximal Average for Nonconvex and Composite Regularization PDF
Wenliang Zhong, James T. Kwok
Hybrid Heterogeneous Transfer Learning through Deep Learning PDF
Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Yan Yan

Main Track: Planning and Scheduling

Oversubscription Planning: Complexity and Compilability PDF
Meysam Aghighi, Peter Jonsson
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
Using Timed Game Automata to Synthesize Execution Strategies for Simple Temporal Networks with Uncertainty PDF
Alessandro Cimatti, Luke Hunsberger, Andrea Micheli, Marco Roveri
Scheduling for Transfers in Pickup and Delivery Problems with Very Large Neighborhood Search PDF
Brian Coltin, Manuela Veloso
Structured Possibilistic Planning Using Decision Diagrams PDF
Nicolas Drougard, Florent Teichteil-Königsbuch, Jean-Loup Farges, Didier Dubois
Chance-Constrained Probabilistic Simple Temporal Problems PDF
Cheng Fang, Peng Yu, Brian C. Williams
Solving the Traveling Tournament Problem by Packing Three-Vertex Paths PDF
Marc Goerigk, Richard Hoshino, Ken-ichi Kawarabayashi, Stephan Westphal
Delivering Guaranteed Display Ads under Reach and Frequency Requirements PDF
Ali Hojjat, John Turner, Suleyman Cetintas, Jian Yang
Solving Uncertain MDPs by Reusing State Information and Plans PDF
Ping Hou, William Yeoh, Tran Cao Son
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 Simple Polynomial-Time Randomized Distributed Algorithm for Connected Row Convex Constraints PDF
T. K. Satish Kumar, Duc Thien Nguyen, William Yeoh, Sven Koenig
Symbolic Domain Predictive Control PDF
Johannes Löhr, Martin Wehrle, Maria Fox, Bernhard Nebel
Computing Contingent Plans via Fully Observable Non-Deterministic Planning PDF
Christian Muise, Vaishak Belle, Sheila A. McIlraith
A Scheduler for Actions with Iterated Durations PDF
James G Paterson, Eric Timmons, Brian C Williams
Parametrized Families of Hard Planning Problems from Phase Transitions PDF
Eleanor Rieffel, Davide Venturelli, Minh Do, Itay Hen, Jeremy Frank
Cost-Based Query Optimization via AI Planning PDF
Nathan Robinson, Sheila McIlraith, David Toman
Efficiently Implementing GOLOG with Answer Set Programming PDF
Malcolm Ryan
Generalized Label Reduction for Merge-and-Shrink Heuristics PDF
Silvan Sievers, Martin Wehrle, Malte Helmert
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
Optimal Decoupling in Linear Constraint Systems PDF
Cees Witteveen, Michel Wilson, Tomas Klos
Adding Local Exploration to Greedy Best-First Search in Satisficing Planning PDF
Fan Xie, Martin Müller, Robert Holte
Type-Based Exploration with Multiple Search Queues for Satisficing Planning PDF
Fan Xie, Martin Müller, Robert Holte, Tatsuya Imai

Main Track: Reasoning under Uncertainty

Lifting Relational MAP-LPs Using Cluster Signatures PDF
Udi Apsel, Kristian Kersting, Martin Mladenov
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
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
Tightening Bounds for Bayesian Network Structure Learning PDF
Xiannian Fan, Changhe Yuan, Brandon Malone
State Aggregation in Monte Carlo Tree Search PDF
Jesse Hostetler, Alan Fern, Tom Dietterich
Relational One-Class Classification: A Non-Parametric Approach PDF
Tushar Khot, Sriraam Natarajan, Jude Shavlik
Predicting the Hardness of Learning Bayesian Networks PDF
Brandon Malone, Kustaa Kangas, Matti Jarvisalo, Mikko Koivisto, Petri Myllymaki
Tractability through Exchangeability: A New Perspective on Efficient Probabilistic Inference PDF
Mathias Niepert, Guy Van den Broeck
R2: An Efficient MCMC Sampler for Probabilistic Programs PDF
Aditya Nori, Chung-Kil Hur, Sriram Rajamani, Selva Samuel
An Adversarial Interpretation of Information-Theoretic Bounded Rationality PDF
Pedro A. Ortega, Daniel D. Lee
Explanation-Based Approximate Weighted Model Counting for Probabilistic Logics PDF
Joris Renkens, Angelika Kimmig, Guy Van den Broeck, Luc De Raedt
Approximate Lifting Techniques for Belief Propagation PDF
Parag Singla, Aniruddh Nath, Pedro M. Domingos
Decentralized Stochastic Planning with Anonymity in Interactions PDF
Pradeep Varakantham, Yossiri Adulyasak, Patrick Jaillet
Point-Based POMDP Solving with Factored Value Function Approximation PDF
Tiago Veiga, Matthijs Spaan, Pedro Lima

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
Generalizing Policy Advice with Gaussian Process Bandits for Dynamic Skill Improvement PDF
Jared Glover, Charlotte Zhu
Minimising Undesired Task Costs in Multi-Robot Task Allocation Problems with In-Schedule Dependencies PDF
Bradford Heap, Maurice Pagnucco
Optimal and Efficient Stochastic Motion Planning in Partially-Known Environments PDF
Ryan J Luna, Morteza Lahijanian, Mark Moll, Lydia E Kavraki
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
Schedule-Based Robotic Search for Multiple Residents in a Retirement Home Environment PDF
Markus Sebastian Schwenk, Tiago Stegun Vaquero, Goldie Nejat, Kai O. Arras
Qualitative Planning with Quantitative Constraints for Online Learning of Robotic Behaviours PDF
Timothy Wiley, Claude Sammut, Ivan Bratko
GP-Localize: Persistent Mobile Robot Localization Using Online Sparse Gaussian Process Observation Model PDF
Nuo Xu, Kian Hsiang Low, Jie Chen, Keng Kiat Lim, Etkin Baris Ozgul

Main Track: Search and Constraint Satisfaction

MaxSAT by Improved Instance-Specific Algorithm Configuration PDF
Carlos Ansotegui, Yuri Malitsky, Meinolf Sellmann
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
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
Linear-Time Filtering Algorithms for the Disjunctive Constraint PDF
Hamed Fahimi, Claude-Guy Quimper
Diagnosing Analogue Linear Systems Using Dynamic Topological Reconfiguration PDF
Alexander Feldman, Gregory Provan
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
A Support-Based Algorithm for the Bi-Objective Pareto Constraint PDF
Renaud Hartert, Pierre Schaus
DJAO: A Communication-Constrained DCOP Algorithm that Combines Features of ADOPT and Action-GDL PDF
Yoonheui Kim, Victor Lesser
Preprocessing for Propositional Model Counting PDF
Jean-Marie Lagniez, Pierre Marquis
Boosting SBDS for Partial Symmetry Breaking in Constraint Programming PDF
Jimmy H.M. Lee, Zichen Zhu
Double Configuration Checking in Stochastic Local Search for Satisfiability PDF
Chuan Luo, Shaowei Cai, Wei Wu, Kaile Su
A Propagator Design Framework for Constraints over Sequences PDF
Jean-Noel Monette, Pierre Flener, Justin Pearson
Maximum Satisfiability Using Core-Guided MaxSAT Resolution PDF
Nina Narodytska, Fahiem Bacchus
Fast Consistency Checking of Very Large Real-World RCC-8 Constraint Networks Using Graph Partitioning PDF
Charalampos Nikolaou, Manolis Koubarakis
Avoiding Plagiarism in Markov Sequence Generation PDF
Alexandre Papadopoulos, Pierre Roy, François Pachet
Cached Iterative Weakening for Optimal Multi-Way Number Partitioning PDF
Ethan L Schreiber, Richard E Korf

Main Track: Vision

Exploiting Competition Relationship for Robust Visual Recognition PDF
Liang Du, Haibin Ling
Towards Topological-Transformation Robust Shape Comparison: A Sparse Representation Based Manifold Embedding Approach PDF
Longwen Gao, Shuigeng Zhou
Grounding Acoustic Echoes in Single View Geometry Estimation PDF
Muhammad Wajahat Hussain, Javier Civera, Luis Montano
Similarity-Preserving Binary Signature for Linear Subspaces PDF
Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang
Deep Salience: Visual Salience Modeling via Deep Belief Propagation PDF
Richard Jiang, Danny Crookes
Locality-Constrained Low-Rank Coding for Image Classification PDF
Ziheng Jiang, Ping Guo, Lihong Peng
Uncorrelated Multi-View Discrimination Dictionary Learning for Recognition PDF
Xiao-Yuan Jing, Rui-Min Hu, Fei Wu, Xi-Lin Chen, Qian Liu, Yong-Fang Yao
Learning to Recognize Novel Objects in One Shot through Human-Robot Interactions in Natural Language Dialogues PDF
Evan A. Krause, Michael Zillich, Thomas Williams, Matthias Scheutz
Sub-Selective Quantization for Large-Scale Image Search PDF
Yeqing Li, Chen Chen, Wei Liu, Junzhou Huang
Learning Low-Rank Representations with Classwise Block-Diagonal Structure for Robust Face Recognition PDF
Yong Li, Jing Liu, Zechao Li, Yangmuzi Zhang, Hanqing Lu, Songde Ma
Efficient Object Detection via Adaptive Online Selection of Sensor-Array Elements PDF
Matthai Philipose
On Hair Recognition in the Wild by Machine PDF
Joseph Roth, Xiaoming Liu
Diagram Understanding in Geometry Questions PDF
Min Joon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni
A Generalized Genetic Algorithm-Based Solver for Very Large Jigsaw Puzzles of Complex Types PDF
Dror Sholomon, Omid E. David, Nathan S. Netanyahu
Low-Rank Tensor Completion with Spatio-Temporal Consistency PDF
Hua Wang, Feiping Nie, Heng Huang
Semantic Graph Construction for Weakly-Supervised Image Parsing PDF
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
Latent Domains Modeling for Visual Domain Adaptation PDF
Caiming Xiong, Scott McCloskey, Shao-Hang Hsieh, Jason J. Corso
Semantic Segmentation Using Multiple Graphs with Block-Diagonal Constraints PDF
Ke Zhang, Wei Zhang, Sheng Zeng, Xiangyang Xue
Locality Preserving Hashing PDF
Kang Zhao, Hongtao Lu, Jincheng Mei

Doctoral Consortium

Making CP-Nets (More) Useful PDF
Thomas E. Allen
Information Sharing for Care Coordination PDF
Ofra Amir
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
Analogy Tutor: A Tutoring System for Promoting Conceptual Learning via Comparison PDF
Maria de los Angeles Chang
Imputation, Social Choice, and Partial Preferences PDF
John A. Doucette
Robot Team Exploration with Communication Restrictions PDF
Elizabeth A. Jensen
The Semantic Interpretation of Trust in Multiagent Interactions PDF
Anup Kumar Kalia
Modeling Argumentation and Explanation in the Social Web PDF
Taraneh Khazaei
Automatically Creating Multilingual Lexical Resources PDF
Khang Nhut Lam
Probabilistic Planning with Reduced Models PDF
Luis Enrique Pineda
Roles and Teams Hedonic Games PDF
Matthew Jordan Spradling
Compilation Based Approaches to Probabilistic Planning -- Thesis Summary PDF
Ran Taig
Living and Searching in the World: Object-Based State Estimation for Mobile Robots PDF
Lawson L. S. Wong
Optimizing and Learning Diffusion Behaviors in Complex Network PDF
Xiaojian Wu

Student Abstracts

Social Capital in Network Organizations PDF
Saad Alqithami, Henry Hexmoor
To Share or Not to Share? The Single Agent in a Team Decision Problem PDF
Ofra Amir, Barbara J. Grosz, Roni Stern
Monte-Carlo Simulation Adjusting PDF
Nobuo Araki, Masakazu Muramatsu, Hoki Kunihito, Satoshi Takahashi
Advice Provision for Choice Selection Processes with Ranked Options PDF
Amos Azaria, Ya'akov Gal, Claudia V. Goldman, Sarit Kraus
A Knowledge Representation that Models Memory in Narrative Comprehension PDF
Rogelio Enrique Cardona-Rivera, Robert Michael Young
Association Rule Hiding Based on Evolutionary Multi-Objective Optimization by Removing Items PDF
Peng Cheng, Jeng-Shyang Pan
A Model for Aggregating Contributions of Synergistic Crowdsourcing Workflows PDF
Yili Fang, Hailong Sun, Richong Zhang, Jinpeng Huai, Yongyi Mao
Online Search Algorithm Configuration PDF
Tadhg Fitzgerald, Barry O'Sullivan, Yuri Malitsky, Kevin Tierney
Addressing Complexity in Multi-Issue Negotiation via Utility Hypergraphs PDF
Rafik Hadfi, Takayuki Ito
Communication-Restricted Exploration for Small Teams PDF
Elizabeth A. Jensen, Ken Sugawara
Genotypic versus Behavioural Diversity for Teams of Programs under the 4-v-3 Keepaway Soccer Task PDF
Stephen Kelly, Malcolm I Heywood
A Novel Single-DBN Generative Model for Optimizing POMDP Controllers by Probabilistic Inference PDF
Igor Kiselev, Pascal Poupart
Partial Satisfaction Planning under Time Uncertainty with Control on When Objectives Can Be Aborted PDF
Sylvain Labranche, Éric Beaudry
Semantical Clustering of Morphologically Related Chinese Words PDF
Chia-Ling Lee, Ya-Ning Chang, Chao-Lin Liu, Chia-Ying Lee, Jane Yung-jen Hsu
Crowdsourced Explanations for Humorous Internet Memes PDF
Chi-Chin Lin, Jane Yung-jen Hsu
LSDH: A Hashing Approach for Large-Scale Link Prediction in Microblogs PDF
Dawei Liu, Yuanzhuo Wang, Yantao Jia, Jingyuan Li, Zhihua Yu
Identifying Domain-Dependent Influential Microblog Users: A Post-Feature Based Approach PDF
Nian Liu, Lin Li, Guandong Xu, Zhenglu Yang
RepRev: Mitigating the Negative Effects of Misreported Ratings PDF
Yuan Liu, Siyuan Liu, Jie Zhang, Hui Fang, Han Yu, Chunyan Miao
Reputation-Aware Continuous Double Auction PDF
Yuan Liu, Jie Zhang, Han Yu, Chunyan Miao
Computing Preferences Based on Agents' Beliefs PDF
Jian Luo, Fuan Pu, Yulai Zhang, Guiming Luo
Event Recommendation in Event-Based Social Networks PDF
Zhi Qiao, Peng Zhang, Chuan Zhou, Yanan Cao, Li Guo, Yanchuan Zhang
Coordination of Multiple Teams of Robots for an Optimal Global Plan PDF
Zeynep Gozen Saribatur, Esra Erdem, Volkan Patoglu
Inference Graphs: A New Kind of Hybrid Reasoning System PDF
Daniel R. Schlegel, Stuart C. Shapiro
Online Multi-Task Gradient Temporal-Difference Learning PDF
Vishnu Purushothaman Sreenivasan, Haitham Bou Ammar, Eric Eaton
A Data Complexity Approach to Kernel Selection for Support Vector Machines PDF
Roberto Valerio, Ricardo Vilalta
A Model Attention and Selection Framework for Estimation of Many Variables, with Applications to Estimating Object States in Large Spatial Environments PDF
Lawson L.S. Wong
Converting Instance Checking to Subsumption: A Rethink for Object Queries over Practical Ontologies PDF
Jia Xu, Ubbo Visser, Mansur Kabuka
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
Data Clustering by Laplacian Regularized L1-Graph PDF
Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiangping Wang, Shiyu Chang, Thomas S Huang
Fast Algorithm for Non-Stationary Gaussian Process Prediction PDF
Yulai Zhang, Guiming Luo
Inferring Causal Directions in Errors-in-Variables Models PDF
Yulai Zhang, Guiming Luo
Content-Structural Relation Inference in Knowledge Base PDF
Zeya Zhao, Yantao Jia, Yuanzhuo Wang

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