Presentations and Authors


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AI and the Web

Relating Romanized Comments to News Articles by Inferring Multi-Glyphic Topical Correspondence PDF
Goutham Tholpadi, Mrinal Kanti Das, Trapit Bansal, Chiranjib Bhattacharyya

Applications

R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection PDF
Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Shanika Karunasekera, Chris Leckie
A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data PDF
Marzyeh Ghassemi, Marco A.F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng

Cognitive Modeling

Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment in Neural Networks PDF
David Balduzzi, Hastagiri Vanchinathan, Joachim Buhmann

Cognitive Systems

Moral Decision-Making by Analogy: Generalizations versus Exemplars PDF
Joseph A. Blass, Kenneth D. Forbus
AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis PDF
Erik Cambria, Jie Fu, Federica Bisio, Soujanya Poria
Automatic Ellipsis Resolution: Recovering Covert Information from Text PDF
Marjorie McShane, Petr Babkin

Computational Sustainability and AI

Sharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing PDF
Filippo Bistaffa, Alessandro Farinelli, Sarvapali D. Ramchurn
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
HVAC-Aware Occupancy Scheduling PDF
BoonPing Lim, Menkes van den Briel, Sylvie Thiebaux, Scott Backhaus, Russell Bent
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

Approximating Optimal Social Choice under Metric Preferences PDF
Elliot Anshelevich, Onkar Bhardwaj, John Postl
Justified Representation in Approval-Based Committee Voting PDF
Haris Aziz, Markus Brill, Vincent Conitzer, Edith Elkind, Rupert Freeman, Toby Walsh
Audit Games with Multiple Defender Resources PDF
Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha
Learning Valuation Distributions from Partial Observation PDF
Avrim Blum, Yishay Mansour, Jame Morgenstern
Sequence-Form Algorithm for Computing Stackelberg Equilibria in Extensive-Form Games PDF
Branislav Bosansky, Jiri Cermak
Combining Compact Representation and Incremental Generation in Large Games with Sequential Strategies PDF
Branislav Bosansky, Albert Xin Jiang, Milind Tambe, Christopher Kiekintveld
Strategic Voting and Strategic Candidacy PDF
Markus Brill, Vincent Conitzer
A Faster Core Constraint Generation Algorithm for Combinatorial Auctions PDF
Benedikt Bünz, Sven Seuken, Benjamin Lubin
The Pricing War Continues: On Competitive Multi-Item Pricing PDF
Omer Lev, Joel Oren, Craig Boutilier, Jeffrey S. Rosenschein
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

Limitations of Front-To-End Bidirectional Heuristic Search PDF
Joseph K. Barker, Richard E. Korf
Incremental Weight Elicitation for Multiobjective State Space Search PDF
Nawal Benabbou, Patrice Perny
Complexity Results for Compressing Optimal Paths PDF
Adi Botea, Ben Strasser, Daniel Harabor
Stochastic Local Search for Satisfiability Modulo Theories PDF
Andreas Fröhlich, Armin Biere, Christoph M. Wintersteiger, Youssef Hamadi
Reusing Previously Found A* Paths for Fast Goal-Directed Navigation in Dynamic Terrain PDF
Carlos Hernandez, Roberto Asin, Jorge A Baier
Value-Directed Compression of Large-Scale Assignment Problems PDF
Tyler Lu, Craig Boutilier
Resilient Upgrade of Electrical Distribution Grids PDF
Emre Yamangil, Russell Bent, Scott Backhaus

Human-Computation and Crowd Sourcing

Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency PDF
Diego Noble, Marcelo Prates, Daniel Bossle, Luís Lamb

Integrated Systems

Learning to Manipulate Unknown Objects in Clutter by Reinforcement PDF
Abdeslam Boularias, James Andrew Bagnell, Anthony Stentz
Bayesian Active Learning-Based Robot Tutor for Children's Word-Reading Skills PDF
Goren Gordon, Cynthia Breazeal
Pattern-Based Variant-Best-Neighbors Respiratory Motion Prediction Using Orthogonal Polynomials Approximation PDF
KinMing Kam, Shouyi Wang, Stephen R. Bowen, Wanpracha Chaovalitwongse
Toward Mobile Robots Reasoning Like Humans PDF
Jean H Oh, Arne Suppé, Felix Duvallet, Abdeslam Boularias, Luis Navarro-Serment, Martial Hebert, Anthony Stentz, Jerry Vinokurov, Oscar Romero, Christian Lebiere, Robert Dean
Going Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities PDF
Tom Williams, Gordon Briggs, Bradley Oosterveld, Matthias Scheutz

Knowledge Representation and Reasoning

Action Language BC+: Preliminary Report PDF
Joseph Babb, Joohyung Lee
LARS: A Logic-Based Framework for Analyzing Reasoning over Streams PDF
Harald Beck, Minh Dao-Tran, Thomas Eiter, Michael Fink
Partial Meet Revision and Contraction in Logic Programs PDF
Sebastian Binnewies, Zhiqiang Zhuang, Kewen Wang
Pearl's Causality in a Logical Setting PDF
Alexander Bochman, Vladimir Lifschitz
Grounded Fixpoints PDF
Bart Bogaerts, Joost Vennekens, Marc Denecker
Solving and Explaining Analogy Questions Using Semantic Networks PDF
Adrian Boteanu, Sonia Chernova
asprin: Customizing Answer Set Preferences without a Headache PDF
Gerhard Brewka, James Delgrande, Javier Romero, Torsten Schaub
Exploiting Parallelism for Hard Problems in Abstract Argumentation PDF
Federico Cerutti, Ilias Tachmazidis, Mauro Vallati, Sotirios Batsakis, Massimiliano Giacomin, Grigoris Antoniou
Belief Revision Games PDF
Nicolas Schwind, Katsumi Inoue, Gauvain Bourgne, Sébastien Konieczny, Pierre Marquis
Exploring the KD45 Property of a Kripke Model After the Execution of an Action Sequence PDF
Tran Cao Son, Enrico Pontelli, Chitta Baral, Gregory Gelfond
A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding PDF
Akshaya Thippur, Chris Burbridge, Lars Kunze, Marina Alberti, John Folkesson, Patric Jensfelt, Nick Hawes

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
Identifying At-Risk Students in Massive Open Online Courses PDF
Jiazhen He, James Bailey, Benjamin I. P. Rubinstein, Rui Zhang
Lazier Than Lazy Greedy PDF
Baharan Mirzasoleiman, Ashwinkumar Badanidiyuru, Amin Karbasi, Jan Vondrak, Andreas Krause

Multiagent Systems

Cooperating with Unknown Teammates in Complex Domains: A Robot Soccer Case Study of Ad Hoc Teamwork PDF
Samuel Barrett, Peter Stone
Cognitive Social Learners: An Architecture for Modeling Normative Behavior PDF
Rahmatollah Beheshti, Awrad Mohammed Ali, Gita Reese Sukthankar
Multi-Agent Path Finding on Strongly Biconnected Digraphs PDF
Adi Botea, Pavel Surynek
Fast Convention Formation in Dynamic Networks Using Topological Knowledge PDF
Mohammad Rashedul Hasan, Anita Raja, Ana Bazzan
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
Refer-to-as Relations as Semantic Knowledge PDF
Song Feng, Sujith Ravi, Ravi Kumar, Polina Kuznetsova, Wei Liu, Alexander C. Berg, Tamara L. Berg, Yejin Choi

NLP and Machine Learning

Predicting Peer-to-Peer Loan Rates Using Bayesian Non-Linear Regression PDF
Zsolt Bitvai, Trevor Cohn
Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser PDF
Devendra Singh Chaplot, Pushpak Bhattacharyya, Ashwin Paranjape
A Stratified Strategy for Efficient Kernel-Based Learning PDF
Simone Filice, Danilo Croce, Roberto Basili
Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning PDF
Dan Garrette, Chris Dyer, Jason Baldridge, Noah A. Smith
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

NLP and Text Mining

English Light Verb Construction Identification Using Lexical Knowledge PDF
Wei-Te Chen, Claire Bonial, Martha Palmer
Gazetteer-Independent Toponym Resolution Using Geographic Word Profiles PDF
Grant DeLozier, Jason Baldridge, Loretta London

Novel Machine Learning Algorithms

Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment PDF
Haitham Bou Ammar, Eric Eaton, Paul Ruvolo, Matthew E. Taylor
Aligning Mixed Manifolds PDF
Thomas Boucher, CJ Carey, Sridhar Mahadevan, Melinda Darby Dyar
Policy Tree: Adaptive Representation for Policy Gradient PDF
Ujjwal Das Gupta, Erik Talvitie, Michael Bowling
Concurrent PAC RL PDF
Zhaohan Guo, Emma Brunskill
Approximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions PDF
De-An Huang, Amir-massoud Farahmand, Kris M. Kitani, James Andrew Bagnell
A Generalized Reduced Linear Program for Markov Decision Processes PDF
Chandrashekar Lakshminarayanan, Shalabh Bhatnagar
The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits PDF
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović
The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning PDF
Charles Mathy, Nate Derbinsky, Jose Bento, Jonathan Rosenthal, Jonathan Yedidia
Compress and Control PDF
Joel Veness, Marc G Bellemare, Marcus Hutter, Alvin Chua, Guillaume Desjardins
Improving Multi-Step Prediction of Learned Time Series Models PDF
Arun Venkatraman, Martial Hebert, J.. Andrew Bagnell
Optimal Estimation of Multivariate ARMA Models PDF
Martha White, Junfeng Wen, Michael Bowling, Dale Schuurmans

Planning and Scheduling

Some Fixed Parameter Tractability Results for Planning with Non-Acyclic Domain-Transition Graphs PDF
Christer Bäckström
Robustness in Probabilistic Temporal Planning PDF
Jeb Brooks, Emilia Reed, Alexander Gruver, James C. Boerkoel
SMT-Based Nonlinear PDDL+ Planning PDF
Daniel Bryce, Sicun Gao, David Musliner, Robert Goldman
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
Improving Exploration in UCT Using Local Manifolds PDF
Sriram Srinivasan, Erik Talvitie, Michael Bowling

Reasoning under Uncertainty

Recovering Causal Effects from Selection Bias PDF
Elias Bareinboim, Jin Tian
Egalitarian Collective Decision Making under Qualitative Possibilistic Uncertainty: Principles and Characterization PDF
Nahla Ben Amor, Fatma Essghaier, Helene Fargier
Representing Aggregators in Relational Probabilistic Models PDF
David Buchman, David Poole
Submodular Surrogates for Value of Information PDF
Yuxin Chen, Shervin Javdani, Amin Karbasi, J. Andrew Bagnell, Siddhartha Srinivasa, Andreas Krause

Robotics

Proximal Operators for Multi-Agent Path Planning PDF
Jose Bento, Nate Derbinsky, Charles Mathy, Jonathan S. Yedidia

Search and Constraint Satisfaction

Efficient Extraction of QBF (Counter)models from Long-Distance Resolution Proofs PDF
Valeriy Balabanov, Jie-Hong Roland Jiang, Mikolas Janota, Magdalena Widl
SAT Modulo Monotonic Theories PDF
Sam Bayless, Noah Bayless, Holger H. Hoos, Alan J. Hu
On Computing Maximal Subsets of Clauses that Must Be Satisfiable with Possibly Mutually-Contradictory Assumptive Contexts PDF
Philippe Besnard, Eric Grégoire, Jean-Marie JM Lagniez
Strong Bounds Consistencies and Their Application to Linear Constraints PDF
Christian Bessiere, Anastasia Paparrizou, Kostas Stergiou
SMT-Based Validation of Timed Failure Propagation Graphs PDF
Marco Bozzano, Alessandro Cimatti, Marco Gario, Andrea Micheli

Vision

Online Detection of Abnormal Events Using Incremental Coding Length PDF
Jayanta Kumar Dutta, Bonny Banerjee

Student Abstracts

A Goal-Based Model of Personality for Planning-Based Narrative Generation PDF
Julio Cesar Bahamon, Camille Barot, R. Michael Young
Leveraging Common Structure to Improve Prediction across Related Datasets PDF
Matt Barnes, Nick Gisolfi, Madalina Fiterau, Artur Dubrawski
Predicting the Quality of User Experiences to Improve Productivity and Wellness PDF
Priya Lekha Donti, Jacob Rosenbloom, Alex Gruver, James Jr C. Boerkoel
Modelling Individual Negative Emotion Spreading Process with Mobile Phones PDF
Zhanwei Du, Yongjian Yang, Chuang Ma, Yuan Bai
A New Computational Intelligence Model for Long-Term Prediction of Solar and Geomagnetic Activity PDF
Mahboobeh Parsapoor, John Brooke, Bertil Svensson
Accelerating SAT Solving by Common Subclause Elimination PDF
Yaowei Yan, Chris E. Gutierrez, Jeriah Jn-Charles, Forrest Sheng Bao, Yuanlin Zhang
Global Policy Construction in Modular Reinforcement Learning PDF
Ruohan Zhang, Zhao Song, Dana H. Ballard

Doctoral Consortium

Modeling Eye Movements when Reading Microblogs PDF
Maria Barrett, Anders Soegaard
Transfer Learning-Based Co-Run Scheduling for Heterogeneous Datacenters PDF
Wei Kuang, Laura E. Brown, Zhenlin Wang

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
On Correcting Misspelled Queries in Email Search PDF
Abhijit Bhole, Raghavendra Udupa
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
Tartanian7: A Champion Two-Player No-Limit Texas Hold'em Poker-Playing Program PDF
Noam Brown, Sam Ganzfried, Tuomas Sandholm
CrowdMR: Integrating Crowdsourcing with MapReduce for AI-Hard Problems PDF
Jun Chen, Chaokun Wang, Yiyuan Bai
Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling PDF
Maxime Guériau, Romain Billot, Nour-Eddin El Faouzi, Salima Hassas, Frédéric Armetta
Gene Selection in Microarray Datasets Using Progressively Refined PSO Scheme PDF
Yamuna Prasad, K. K. Biswas
World WordNet Database Structure: An Efficient Schema for Storing Information of WordNets of the World PDF
Hanumant Harichandra Redkar, Sudha Baban Bhingardive, Diptesh Kanojia, Pushpak Bhattacharyya
DeepTutor: An Effective, Online Intelligent Tutoring System That Promotes Deep Learning PDF
Vasile Rus, Nobal Niraula, Rajendra Banjade
Inferring Latent User Properties from Texts Published in Social Media PDF
Svitlana Volkova, Yoram Bachrach, Michael Armstrong, Vijay Sharma

Virtual Agent Demonstrations

LOL — Laugh Out Loud PDF
Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, Giovanna Varni, Antonio Camurri, Gualtiero Volpe

What's Hot Abstracts

Knowledge Representation and Reasoning: What’s Hot PDF
Chitta Baral, Giuseppe De Giacomo
What’s Hot in Crowdsourcing and Human Computation PDF
Jeffrey Bigham


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