Presentations and Authors


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AI and the Web

Cross-Modal Image Clustering via Canonical Correlation Analysis PDF
Cheng Jin, Wenhui Mao, Ruiqi Zhang, Yuejie Zhang, Xiangyang Xue
A Tri-Role Topic Model for Domain-Specific Question Answering PDF
Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong
Handling Owl:sameAs via Rewriting PDF
Boris Motik, Yavor Nenov, Robert Edgar Felix Piro, Ian Horrocks
Incorporating Assortativity and Degree Dependence into Scalable Network Models PDF
Stephen Mussmann, John Moore, Joseph John Pfeiffer, Jennifer Neville
Recommending Positive Links in Signed Social Networks by Optimizing a Generalized AUC PDF
Dongjin Song, David A Meyer
DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization PDF
Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo
Exploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval PDF
Wei-Nan Zhang, Zhao-Yan Ming, Yu Zhang, Ting Liu, Tat-Seng Chua

Applications

R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection PDF
Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Shanika Karunasekera, Chris Leckie
Probabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs PDF
Fei Mi, Dit-Yan Yeung
Efficient Computation of Semivalues for Game-Theoretic Network Centrality PDF
Piotr Lech Szczepański, Mateusz Krzysztof Tarkowski, Tomasz Paweł Michalak, Paul Harrenstein, Michael Wooldridge

Cognitive Systems

Extending Analogical Generalization with Near-Misses PDF
Matthew D. McLure, Scott E. Friedman, Kenneth D. Forbus
Automatic Ellipsis Resolution: Recovering Covert Information from Text PDF
Marjorie McShane, Petr Babkin

Computational Sustainability and AI

Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in East Africa PDF
Stefano Ermon, Yexiang Xue, Russell Toth, Bistra Dilkina, Richard Bernstein, Theodoros Damoulas, Patrick Clark, Steve DeGloria, Andrew Mude, Christopher Barrett, Carla P. Gomes
Power System Restoration With Transient Stability PDF
Hassan Hijazi, Terrence W.K. Mak, Pascal Van Hentenryck
Incentivizing Users for Balancing Bike Sharing Systems PDF
Adish Singla, Marco Santoni, Gábor Bartók, Pratik Mukerji, Moritz Meenen, Andreas Krause

Game Theory and Economic Paradigms

Learning Valuation Distributions from Partial Observation PDF
Avrim Blum, Yishay Mansour, Jame Morgenstern
Congestion Games with Distance-Based Strict Uncertainty PDF
Reshef Meir, David Parkes
On the Convergence of Iterative Voting: How Restrictive Should Restricted Dynamics Be? PDF
Svetlana Obraztsova, Evangelos Markakis, Maria Polukarov, Zinovi Rabinovich, Nicholas R. Jennings
Analysis of Equilibria in Iterative Voting Schemes PDF
Zinovi Rabinovich, Svetlana Obraztsova, Omer Lev, Evangelos Markakis, Jeffrey S. Rosenschein
A Graphical Representation for Games in Partition Function Form PDF
Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, Michael Wooldridge, Makoto Yokoo
A Stackelberg Game Approach for Incentivizing Participation in Online Educational Forums with Heterogeneous Student Population PDF
Rohith Dwarakanath Vallam, Priyanka Bhatt, Debmalya Mandal, Narahari Y.

Heuristic Search and Optimization

Optimal Column Subset Selection by A-Star Search PDF
Hiromasa Arai, Crystal Maung, Haim Schweitzer
Lagrangian Decomposition Algorithm for Allocating Marketing Channels PDF
Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi
On Unconstrained Quasi-Submodular Function Optimization PDF
Jincheng Mei, Kang Zhao, Bao-Liang Lu
Improved Local Search for Binary Matrix Factorization PDF
Seyed Hamid Mirisaee, Eric Gaussier, Alexandre Termier
A Theoretical Analysis of Optimization by Gaussian Continuation PDF
Hossein Mobahi, John W. Fisher III
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization PDF
Danny Munera, Daniel Diaz, Salvador Abreu, Francesca Rossi, Vijay Saraswat, Philippe Codognet
BDD-Constrained Search: A Unified Approach to Constrained Shortest Path Problems PDF
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata
TDS+: Improving Temperature Discovery Search PDF
Yeqin Zhang, Martin Müller

Human-Computation and Crowd Sourcing

Novel Mechanisms for Online Crowdsourcing with Unreliable, Strategic Agents PDF
Praphul Chandra, Yadati Narahari, Debmalya Mandal, Prasenjit Dey
Incentive Networks PDF
Yuezhou Lv, Thomas Moscibroda
CrowdWON: A Modelling Language for Crowd Processes based on Workflow Nets PDF
David Sanchez-Charles, Victor Muntes-Mulero, Marc Sole, Jordi Nin
Efficient Task Sub-Delegation for Crowdsourcing PDF
Han Yu, Chunyan Miao, Zhiqi Shen, Cyril Leung, Yiqiang Chen, Qiang Yang

Humans and AI

Predicting Emotion Perception Across Domains: A Study of Singing and Speaking PDF
Biqiao Zhang, Emily Mower Provost, Robert Swedberg, Georg Essl

Knowledge Representation and Reasoning

From Classical to Consistent Query Answering under Existential Rules PDF
Thomas Lukasiewicz, Maria Vanina Martinez, Andreas Pieris, Gerardo I Simari
Belief Revision with General Epistemic States PDF
Hua Meng, Hui Kou, Sanjiang Li
Incremental Update of Datalog Materialisation: the Backward/Forward Algorithm PDF
Boris Motik, Yavor Nenov, Robert Edgar Felix Piro, Ian Horrocks
Belief Revision Games PDF
Nicolas Schwind, Katsumi Inoue, Gauvain Bourgne, Sébastien Konieczny, Pierre Marquis
Answering Conjunctive Queries over EL Knowledge Bases with Transitive and Reflexive Roles PDF
Giorgio Stefanoni, Boris Motik

Machine Learning Applications

A Sparse Combined Regression-Classification Formulation for Learning a Physiological Alternative to Clinical Post-Traumatic Stress Disorder Scores PDF
Sarah Marie Brown, Andrea Webb, Rami Mangoubi, Jennifer Dy
Automatic Assessment of OCR Quality in Historical Documents PDF
Anshul Gupta, Ricardo Gutierrez-Osuna, Matthew Christy, Boris Capitanu, Loretta Auvil, Liz Grumbach, Richard Furuta, Laura Mandell
Lazier Than Lazy Greedy PDF
Baharan Mirzasoleiman, Ashwinkumar Badanidiyuru, Amin Karbasi, Jan Vondrak, Andreas Krause
Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series PDF
George D. Montanez, Saeed Amizadeh, Nikolay Laptev

Multiagent Systems

Cognitive Social Learners: An Architecture for Modeling Normative Behavior PDF
Rahmatollah Beheshti, Awrad Mohammed Ali, Gita Reese Sukthankar
Verification of Relational Multiagent Systems with Data Types PDF
Diego Calvanese, Giorgio Delzanno, Marco Montali
Verifying and Synthesising Multi-Agent Systems against One-Goal Strategy Logic Specifications PDF
Petr Čermák, Alessio Lomuscio, Aniello Murano
Generalization Analysis for Game-Theoretic Machine Learning PDF
Haifang Li, Fei Tian, Wei Chen, Tao Qin, Zhi-Ming Ma, Tie-Yan Liu
SCRAM: Scalable Collision-avoiding Role Assignment with Minimal-Makespan for Formational Positioning PDF
Patrick MacAlpine, Eric Price, Peter Stone
Plurality Voting Under Uncertainty PDF
Reshef Meir
Solving Games with Functional Regret Estimation PDF
Kevin Waugh, Dustin Morrill, James Andrew Bagnell, Michael Bowling

NLP and Knowledge Representation

Learning Word Representations from Relational Graphs PDF
Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, Ken-ichi Kawarabayashi

NLP and Machine Learning

Unsupervised Phrasal Near-Synonym Generation from Text Corpora PDF
Dishan Gupta, Jaime Carbonell, Anatole Gershman, Steve Klein, David Miller
Never-Ending Learning PDF
Tom M. Mitchell, William Cohen, Estevam Hruschka, Partha Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapa Nakashole, Emmanouil Antonios Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling
Learning Greedy Policies for the Easy-First Framework PDF
Jun Xie, Chao Ma, Janardhan Rao Doppa, Prashanth Mannem, Xiaoli Fern, Thomas G. Dietterich, Prasad Tadepalli

NLP and Text Mining

A Neural Probabilistic Model for Context Based Citation Recommendation PDF
Wenyi Huang, Zhaohui Wu, Chen Liang, Prasenjit Mitra, C. Lee Giles
Extracting Verb Expressions Implying Negative Opinions PDF
Huayi Li, Arjun Mukherjee, Jianfeng Si, Bing Liu
Towards Knowledge-Driven Annotation PDF
Yassine Mrabet, Claire Gardent, Muriel Foulonneau, Elena Simperl, Eric Ras
Semantic Lexicon Induction from Twitter with Pattern Relatedness and Flexible Term Length PDF
Ashequl Qadir, Pablo N. Mendes, Daniel Gruhl, Neal Lewis

Novel Machine Learning Algorithms

Aligning Mixed Manifolds PDF
Thomas Boucher, CJ Carey, Sridhar Mahadevan, Melinda Darby Dyar
A Convex Formulation for Spectral Shrunk Clustering PDF
Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou
Self-Paced Curriculum Learning PDF
Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann
Fast Gradient Descent for Drifting Least Squares Regression, with Application to Bandits PDF
Nathaniel Korda, Prashanth L.A., Remi Munos
Don't Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX PDF
Johannes Lederer, Christian Müller
Low-Rank Similarity Metric Learning in High Dimensions PDF
Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang
The Hybrid Nested/Hierarchical Dirichlet Process and its Application to Topic Modeling with Word Differentiation PDF
Tengfei Ma, Issei Sato, Hiroshi Nakagawa
UT Austin Villa 2014: RoboCup 3D Simulation League Champion via Overlapping Layered Learning PDF
Patrick MacAlpine, Mike Depinet, Peter Stone
The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits PDF
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović
V-MIN: Efficient Reinforcement Learning through Demonstrations and Relaxed Reward Demands PDF
David Martínez, Guillem Alenyà, Carme Torras
The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning PDF
Charles Mathy, Nate Derbinsky, Jose Bento, Jonathan Rosenthal, Jonathan Yedidia
Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners PDF
Shike Mei, Xiaojin Zhu
Unsupervised Feature Learning through Divergent Discriminative Feature Accumulation PDF
Paul A. Szerlip, Gregory Morse, Justin K. Pugh, Kenneth O. Stanley
Optimizing the CVaR via Sampling PDF
Aviv Tamar, Yonatan Glassner, Shie Mannor
Self-Paced Learning for Matrix Factorization PDF
Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann

Planning and Scheduling

SMT-Based Nonlinear PDDL+ Planning PDF
Daniel Bryce, Sicun Gao, David Musliner, Robert Goldman
Strong Temporal Planning with Uncontrollable Durations: A State-Space Approach PDF
Alessandro Cimatti, Andrea Micheli, Marco Roveri
Information Gathering and Reward Exploitation of Subgoals for POMDPs PDF
Hang Ma, Joelle Pineau
Planning Over Multi-Agent Epistemic States: A Classical Planning Approach PDF
Christian Muise, Vaishak Belle, Paolo Felli, Sheila McIlraith, Tim Miller, Adrian R. Pearce, Liz Sonenberg
Approximate Linear Programming for Constrained Partially Observable Markov Decision Processes PDF
Pascal Poupart, Aarti Malhotra, Pei Pei, Kee-Eung Kim, Bongseok Goh, Michael Bowling
Multi-Objective MDPs with Conditional Lexicographic Reward Preferences PDF
Kyle Hollins Wray, Shlomo Zilberstein, Abdel-Illah Mouaddib

Reasoning under Uncertainty

Stable Model Counting and Its Application in Probabilistic Logic Programming PDF
Rehan Abdul Aziz, Geoffrey Chu, Christian Muise, Peter James Stuckey
Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity PDF
Fabio Gagliardi Cozman, Denis Deratani Maua

Robotics

Proximal Operators for Multi-Agent Path Planning PDF
Jose Bento, Nate Derbinsky, Charles Mathy, Jonathan S. Yedidia
Intent Prediction and Trajectory Forecasting via Predictive Inverse Linear-Quadratic Regulation PDF
Mathew Monfort, Anqi Liu, Brian Ziebart

Search and Constraint Satisfaction

SMT-Based Validation of Timed Failure Propagation Graphs PDF
Marco Bozzano, Alessandro Cimatti, Marco Gario, Andrea Micheli

Vision

Complex Event Detection via Event Oriented Dictionary Learning PDF
Yan Yan, Yi Yang, Haoquan Shen, Deyu Meng, Gaowen Liu, Alex Hauptmann, Nicu Sebe

Senior Member Papers

Emerging Architectures for Global System Science PDF
Michela Milano, Pascal Van Hentenryck
Explaining Watson: Polymath Style PDF
Wlodek W. Zadrozny, Valeria de Paiva, Lawrence S. Moss
Compile! PDF
Pierre Marquis

Student Abstracts

Modelling Individual Negative Emotion Spreading Process with Mobile Phones PDF
Zhanwei Du, Yongjian Yang, Chuang Ma, Yuan Bai
Just-in-Time Hierarchical Constraint Decomposition PDF
Valentin Mayer-Eichberger
Multimedia Data for the Visually Impaired PDF
Niket Tandon, Shekhar Sharma, Tanima Makkad
Improving Microblog Retrieval from Exterior Corpus by Automatically Constructing Microblogging Corpus PDF
Wenting Tu, David Cheung, Nikos Mamoulis
Time-Sensitive Opinion Mining for Prediction PDF
Wenting Tu, David Cheung, Nikos Mamoulis

Demonstrations

A Planning-Based Assistance System for Setting Up a Home Theater PDF
Pascal Bercher, Felix Richter, Thilo Hörnle, Thomas Geier, Daniel Höller, Gregor Behnke, Florian Nothdurft, Frank Honold, Wolfgang Minker, Michael Weber, Susanne Biundo
Towards Cognitive Automation of Data Science PDF
Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby Sow, Gerald Tesauro, Deepak Turaga
Visualization Techniques for Topic Model Checking PDF
Jaimie Murdock, Colin Allen
Circumventing Robots' Failures by Embracing Their Faults: A Practical Approach to Planning for Autonomous Construction PDF
Stefan Witwicki, Francesco Mondada

Virtual Agent Demonstrations

Cerebella: Automatic Generation of Nonverbal Behavior for Virtual Humans PDF
Margot Lhommet, Yuyu Xu, Stacy Marsella
SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications PDF
Louis-Philippe Morency, Giota Stratou, David DeVault, Arno Hartholt, Margo Lhommet, Gale Lucas, Fabrizio Morbini, Kallirroi Georgila, Stefan Scherer, Jonathan Gratch, Stacy Marsella, David Traum, Albert Rizzo
LOL — Laugh Out Loud PDF
Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, Giovanna Varni, Antonio Camurri, Gualtiero Volpe


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