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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 27 /

No. 1: Twenty-Seventh AAAI Conference on Artificial Intelligence

AAAI Technical Track: AI and the Web

  • A Fast Bandit Algorithm for Recommendation to Users With Heterogenous Tastes

    Pushmeet Kohli, Mahyar Salek, Greg Stoddard

    1135

    PDF
  • Hotspotting — A Probabilistic Graphical Model For Image Object Localization Through Crowdsourcing

    Mahyar Salek, Yoram Bachrach, Peter Key

    1156

    PDF
  • OpenEval: Web Information Query Evaluation

    Mehdi Samadi, Manuela Veloso, Manuel Blum

    1163

    PDF
  • TONIC: Target Oriented Network Intelligence Collection for the Social Web

    Roni Stern, Liron Samama, Rami Puzis, Tal Beja, Zahy Bnaya, Ariel Felner

    1184

    PDF
  • Not Quite the Same: Identity Constraints for the Web of Linked Data

    Gerard de Melo

    1092

    PDF
  • LA-CTR: A Limited Attention Collaborative Topic Regression for Social Media

    Jeon-Hyung Kang, Kristina Lerman

    1128

    PDF
  • Introducing Nominals to the Combined Query Answering Approaches for EL

    Giorgio Stefanoni, Boris Motik, Ian Horrocks

    1177

    PDF
  • Learning to Rank Effective Paraphrases from Query Logs for Community Question Answering

    Alejandro Figueroa, Guenter Neumann

    1099

    PDF
  • Fast and Exact Top-k Algorithm for PageRank

    Yasuhiro Fujiwara, Makoto Nakatsuji, Hiroaki Shiokawa, Takeshi Mishima, Makoto Onizuka

    1106

    PDF
  • Fast Algorithm for Modularity-Based Graph Clustering

    Hiroaki Shiokawa, Yasuhiro Fujiwara, Makoto Onizuka

    1170

    PDF
  • Clustering Crowds

    Hiroshi Kajino, Yuta Tsuboi, Hisashi Kashima

    1120

    PDF
  • Understanding and Predicting Interestingness of Videos

    Yu-Gang Jiang, Yanran Wang, Rui Feng, Xiangyang Xue, Yingbin Zheng, Hanfang Yang

    1113

    PDF
  • Exploring the Contribution of Unlabeled Data in Financial Sentiment Analysis

    Jimmy Ren, Wei Wang, Jiawei Wang, Stephen Liao

    1149

    PDF
  • Better Human Computation Through Principled Voting

    Andrew Mao, Ariel Procaccia, Yiling Chen

    1142

    PDF
  • Active Transfer Learning for Cross-System Recommendation

    Lili Zhao, Sinno Pan, Evan Xiang, Erheng Zhong, Zhongqi Lu, Qiang Yang

    1205

    PDF
  • Preventing Unraveling in Social Networks Gets Harder

    Rajesh Chitnis, Fedor Fomin, Petr Golovach

    1085

    PDF
  • The Effects of Performance-Contingent Financial Incentives in Online Labor Markets

    Ming Yin, Yiling Chen, Yu-An Sun

    1191

    PDF
  • Heterogeneous Metric Learning with Joint Graph Regularization for Cross-Media Retrieval

    Xiaohua Zhai, Yuxin Peng, Jianguo Xiao

    1198

    PDF

Cognitive Systems Special Track

  • Preemptive Strategies for Overcoming the Forgetting of Goals

    Justin Li, John Laird

    1234

    PDF
  • A Hybrid Architectural Approach to Understanding and Appropriately Generating Indirect Speech Acts

    Gordon Briggs, Matthias Scheutz

    1213

    PDF
  • Learning to Efficiently Pursue Communication Goals on the Web with the GOSMR Architecture

    Kevin Gold

    1227

    PDF
  • Automatic Extraction of Efficient Axiom Sets from Large Knowledge Bases

    Abhishek Sharma, Kenneth Forbus

    1248

    PDF
  • Graph Traversal Methods for Reasoning in Large Knowledge-Based Systems

    Abhishek Sharma, Kenneth Forbus

    1255

    PDF
  • An Agent Model for the Appraisal of Normative Events Based in In-Group and Out-Group Relations

    Nuno Ferreira, Samuel Mascarenhas, Ana Paiva, Gennaro Di Tosto, Frank Dignum, John Mc Breen, Nick Degens, Gert Hofstede, Giulia Andrighetto, Rosaria Conte

    1220

    PDF
  • SALL-E: Situated Agent for Language Learning

    Ian Perera, James Allen

    1241

    PDF

Computational Sustainability and Artificial Intelligence

  • Adaptive Spatio-Temporal Exploratory Models: Hemisphere-wide species distributions from massively crowdsourced eBird data

    Daniel Fink, Theodoros Damoulas, Jaimin Dave

    1284

    PDF
  • PAC Optimal Planning for Invasive Species Management: Improved Exploration for Reinforcement Learning from Simulator-Defined MDPs

    Thomas Dietterich, Majid Alkaee Taleghan, Mark Crowley

    1270

    PDF
  • A Temporal Motif Mining Approach to Unsupervised Energy Disaggregation: Applications to Residential and Commercial Buildings

    Huijuan Shao, Manish Marwah, Naren Ramakrishnan

    1327

    PDF
  • Approximate Bayesian Inference for Reconstructing Velocities of Migrating Birds from Weather Radar

    Daniel Sheldon, Andrew Farnsworth, Jed Irvine, Benjamin Van Doren, Kevin Webb, Thomas Dietterich, Steve Kelling

    1334

    PDF
  • Model Predictive Control with Uncertainty in Human Driven Systems

    Alexander Styler, Illah Nourbakhsh

    1348

    PDF
  • Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application

    James Faghmous, Muhammed Uluyol, Luke Styles, Matthew Le, Varun Mithal, Shyam Boriah, Vipin Kumar

    1277

    PDF
  • Robust Network Design For Multispecies Conservation

    Ronan Le Bras, Bistra Dilkina, Yexiang Xue, Carla Gomes, Kevin McKelvey, Michael Schwartz, Claire Montgomery

    1305

    PDF
  • Large Landscape Conservation — Synthetic and Real-World Datasets

    Bistra Dilkina, Katherine Lai, Ronan Le Bras, Yexiang Xue, Carla Gomes, Ashish Sabharwal, Jordan Suter, Kevin McKelvey, Michael Schwartz, Claire Montgomery

    1369

    PDF
  • Agent Cooperatives for Effective Power Consumption Shifting

    Charilaos Akasiadis, Georgios Chalkiadakis

    1263

    PDF
  • A Tractable Leader-Follower MDP Model for Animal Disease Management

    Régis Sabbadin, Anne-France Viet

    1320

    PDF
  • Enabling E-Mobility: Facility Location for Battery Loading Stations

    Sabine Storandt, Stefab Funke

    1341

    PDF
  • Online Optimization with Dynamic Temporal Uncertainty: Incorporating Short Term Predictions for Renewable Integration in Intelligent Energy Systems

    Vikas Garg, T. S. Jayram, Balakrishnan Narayanaswamy

    1291

    PDF
  • Negotiated Learning for Smart Grid Agents: Entity Selection based on Dynamic Partially Observable Features

    Prashant Reddy, Manuela Veloso

    1313

    PDF
  • Multiagent Coordination for Energy Consumption Scheduling in Consumer Cooperatives

    Andreas Veit, Ying Xu, Ronghuo Zheng, Nilanjan Chakraborty, Katia Sycara

    1362

    PDF
  • Autonomous Agents in Future Energy Markets: The 2012 Power Trading Agent Competition

    Wolfgang Ketter, Markus Peters, John Collins

    1298

    PDF
  • Resource Sharing for Control of Wildland Fires

    Alan Tsang, Kate Larson, Rob McAlpine

    1355

    PDF

Frontmatter

  • AAAI Organization

    Carol Hamilton

    xxi

    PDF
  • Awards

    Carol Hamilton

    xlv

    PDF
  • Conference Committees

    Carol Hamilton

    xxiv

    PDF
  • AAAI-13 Preface

    Marie des Jardins, Michael Littman

    xlviii

    PDF
  • Sponsors

    Carol Hamilton

    xlvii

    PDF
  • IAAI-13 Preface

    Hector Munoz-Avila, David Stracuzzi

    l

    PDF
  • EAAI-13 Preface

    Laura Brown, David Kauchak

    li

    PDF
  • Invited Talks

    Carol Hamilton

    lii

    PDF

Pre-PhD Student Abstracts

  • A Mediation Mechanism for Automated Negotiating Agents Whose Utility Changes over Time

    Keisuke Hara, Takayuki Ito

    1613

    PDF
  • Simplified Lattice Models for Protein Structure Prediction: How Good Are They?

    Swakkhar Shatabda, M. A. Newton, Abdul Sattar

    1639

    PDF
  • Subchloroplast Location Prediction via Homolog Knowledge Transfer and Feature Selection

    Xiaomei Li, Xindong Wu, Gongqing Wu, Xuegang Hu

    1631

    PDF
  • Trading Space for Time in Grid-Based Path Finding

    William Lee, Ramon Lawrence

    1625

    PDF
  • Phase Transition and Network Structure in Realistic SAT Problems

    Soumya Kambhampati, Thomas Liu

    1619

    PDF
  • WordNet Based Multi-Way Concept Hierarchy Construction from Text Corpus

    Ding Tu, Ling Chen, Gencai Chen

    1647

    PDF
  • Graphical Model-Based Learning in High Dimensional Feature Spaces

    Zhao Song, Yuke Zhu

    1641

    PDF
  • Selecting the Appropriate Consistency Algorithm for CSPs Using Machine Learning Classifiers

    Daniel Geschwender, Shant Karakashian, Robert Woodward, Berthe Choueiry, Stephen Scott

    1611

    PDF
  • Imbalanced Multiple Noisy Labeling for Supervised Learning

    Jing Zhang, Xindong Wu, Victor Sheng

    1651

    PDF
  • Personalized Recommendation Based on Co-Ranking and Query-Based Collaborative Diffusion

    Xiao Yang, Zhaoxin Zhang, Qiang Wang

    1649

    PDF
  • An Effective Approach for Imbalanced Classification: Unevenly Balanced Bagging

    Guohua Liang, Anthony Cohn

    1633

    PDF
  • A Maximum K-Min Approach for Classification

    Mingzhi Dong, Liang Yin

    1607

    PDF
  • The Role of Complex Network Dynamics in the Emergence of Multiagent Coalition

    Mohammad Hasan, Anita Raja

    1615

    PDF
  • Crowd Formalization of Action Conditions

    Walter Lasecki, Leon Weingard, Jefffrey Bigham, George Ferguson

    1623

    PDF
  • Locate the Hate: Detecting Tweets against Blacks

    Irene Kwok, Yuzhou Wang

    1621

    PDF
  • A First-Order Logic Based Framework for Verifying Simulations

    Hui Meen Nyew, Nilufer Onder, Soner Onder, Zhenlin Wang

    1635

    PDF
  • Online Group Feature Selection from Feature Streams

    Haiguang Li, Xindong Wu, Zhao Li, Wei Ding

    1627

    PDF
  • Hybrid Model-Based Diagnosis of Web Service Compositions

    Zhichun Jia, Rong Chen

    1617

    PDF
  • On a Noun-Driven Syntactic Paradigm

    Lauren Stuart

    1643

    PDF
  • Making Simple Tabular ReductionWorks on Negative Table Constraints

    Hongbo Li, Yanchun Liang, Jinsong Guo, Zhanshan Li

    1629

    PDF
  • Planning with Multi-Valued Landmarks

    Lei Zhang, Chong-Jun Wang, Jun Wu, Meilin Liu, Jun-Yuan Xie

    1653

    PDF
  • Does One-Against-All or One-Against-One Improve the Performance of Multiclass Classifications?

    Robert Eichelberger, Victor Sheng

    1609

    PDF
  • Empirical Comparison of Multi-Label Classification Algorithms

    Clifford Tawiah, Victor Sheng

    1645

    PDF
  • Advice Provision in Multiple Prospect Selection Problems

    Amos Azaria, Sarit Kraus

    1605

    PDF
  • Concurrent Reasoning with Inference Graphs

    Daniel Schlegel, Stuart Shapiro

    1637

    PDF

Robotics Program

  • Open-Loop Planning in Large-Scale Stochastic Domains

    Ari Weinstein, Michael Littman

    1436

    PDF
  • Data-Efficient Generalization of Robot Skills with Contextual Policy Search

    Andras Kupcsik, Marc Deisenroth, Jan Peters, Gerhard Neumann

    1401

    PDF
  • Inferring Robot Task Plans from Human Team Meetings: A Generative Modeling Approach with Logic-Based Prior

    Been Kim, Caleb Chacha, Julie Shah

    1394

    PDF
  • A Simple, but NP-Hard, Motion Planning Problem

    Lawrence Erickson, Steven LaValle

    1388

    PDF
  • Compact RGBD Surface Models Based on Sparse Coding

    Michael Ruhnke, Liefeng Bo, Dieter Fox, Wolfram Burgard

    1429

    PDF
  • Multi-Target Detection and Recognition by UAVs Using Online POMDPs

    Caroline Carvalho Chanel, Florent Teichteil-Königsbuch, Charles Lesire

    1381

    PDF
  • GSMDPs for Multi-Robot Sequential Decision-Making

    João Messias, Matthijs Spaan, Pedro Lima

    1408

    PDF
  • Bayesian Nonparametric Multi-Optima Policy Search in Reinforcement Learning

    Danilo Bruno, Sylvain Calinon, Darwin Caldwell

    1374

    PDF
  • Learning Collaborative Impedance-Based Robot Behaviors

    Leonel Rozo, Sylvain Calinon, Darwin Caldwell, Pablo Jimenez, Carme Torras

    1422

    PDF
  • Structure and Intractability of Optimal Multi-Robot Path Planning on Graphs

    Jingjin Yu, Steven LaValle

    1443

    PDF
  • Robot Motion Planning with Dynamics as Hybrid Search

    Erion Plaku

    1415

    PDF

Main Technical Papers

  • Assumption-Based Planning: Generating Plans and Explanations under Incomplete Knowledge

    Sammy Davis-Mendelow, Jorge Baier, Sheila McIlraith

    209

    PDF
  • Solving Security Games on Graphs via Marginal Probabilities

    Joshua Letchford, Vincent Conitzer

    591

    PDF
  • Active Task Selection for Lifelong Machine Learning

    Paul Ruvolo, Eric Eaton

    862

    PDF
  • Sensitivity of Diffusion Dynamics to Network Uncertainty

    Abhijin Adiga, Chris Kuhlman, Henning Mortveit, Anil Kumar Vullikanti

    2

    PDF
  • Causal Transportability with Limited Experiments

    Elias Bareinboim, Judea Pearl

    95

    PDF
  • Multi-Label Learning with PRO Loss

    Miao Xu, Yu-Feng Li, Zhi-Hua Zhou

    998

    PDF
  • Supervised and Projected Sparse Coding for Image Classification

    Jin Huang, Feiping Nie, Heng Huang, Chris Ding

    438

    PDF
  • Online Lazy Updates for Portfolio Selection with Transaction Costs

    Puja Das, Nicholas Johnson, Arindam Banerjee

    202

    PDF
  • Dynamic Minimization of Sentential Decision Diagrams

    Arthur Choi, Adnan Darwiche

    187

    PDF
  • Simple Temporal Problems with Taboo Regions

    T. K. Kumar, Marcello Cirillo, Sven Koenig

    548

    PDF
  • Sample Complexity and Performance Bounds for Non-Parametric Approximate Linear Programming

    Jason Pazis, Ronald Parr

    782

    PDF
  • Strategic Behavior when Allocating Indivisible Goods Sequentially

    Thomas Kalinowski, Nina Narodytska, Toby Walsh, Lirong Xia

    452

    PDF
  • Multiagent Knowledge and Belief Change in the Situation Calculus

    Liangda Fang, Yongmei Liu

    304

    PDF
  • Integrating Programming by Example and Natural Language Programming

    Mehdi Manshadi, Daniel Gildea, James Allen

    661

    PDF
  • From Semantic to Emotional Space in Probabilistic Sense Sentiment Analysis

    Mitra Mohtarami, Man Lan, Chew Lim Tan

    711

    PDF
  • A Hierarchical Aspect-Sentiment Model for Online Reviews

    Suin Kim, Jianwen Zhang, Zheng Chen, Alice Oh, Shixia Liu

    526

    PDF
  • Ties Matter: Complexity of Manipulation when Tie-Breaking with a Random Vote

    Haris Aziz, Serge Gaspers, Nicholas Mattei, Nina Narodytska, Toby Walsh

    74

    PDF
  • Basis Adaptation for Sparse Nonlinear Reinforcement Learning

    Sridhar Mahadevan, Stephen Giguere, Nicholas Jacek

    654

    PDF
  • On the Social Welfare of Mechanisms for Repeated Batch Matching

    Elliot Anshelevich, Meenal Chhabra, Sanmay Das, Matthew Gerrior

    60

    PDF
  • How Bad Is Selfish Voting?

    Simina Branzei, Ioannis Caragiannis, Jamie Morgenstern, Ariel Procaccia

    138

    PDF
  • Greedy or Not? Best Improving versus First Improving Stochastic Local Search for MAXSAT

    Darrell Whitley, Adele Howe, Doug Hains

    940

    PDF
  • Pruning for Monte Carlo Distributed Reinforcement Learning in Decentralized POMDPs

    Bikramjit Banerjee

    88

    PDF
  • Truncated Incremental Search: Faster Replanning by Exploiting Suboptimality

    Sandip Aine, Maxim Likhachev

    16

    PDF
  • Structured Kernel-Based Reinforcement Learning

    Branislav Kveton, Georgios Theocharous

    569

    PDF
  • Formalizing Hierarchical Clustering as Integer Linear Programming

    Sean Gilpin, Siegried Nijssen, Ian Davidson

    372

    PDF
  • A Fast Pairwise Heuristic for Planning under Uncertainty

    Koosha Khalvati, Alan Mackworth

    503

    PDF
  • Automating Collusion Detection in Sequential Games

    Parisa Mazrooei, Christopher Archibald, Michael Bowling

    675

    PDF
  • Learning Integrated Symbolic and Continuous Action Models for Continuous Domains

    Joseph Xu, John Laird

    991

    PDF
  • Robust Discrete Matrix Completion

    Jin Huang, Feiping Nie, Heng Huang

    424

    PDF
  • A Robust Bayesian Truth Serum for Non-Binary Signals

    Goran Radanovic, Boi Faltings

    833

    PDF
  • PAC Optimal Exploration in Continuous Space Markov Decision Processes

    Jason Pazis, Ronald Parr

    774

    PDF
  • Generating Natural-Language Video Descriptions Using Text-Mined Knowledge

    Niveda Krishnamoorthy, Girish Malkarnenkar, Raymond Mooney, Kate Saenko, Sergio Guadarrama

    541

    PDF
  • Mixed Observability Predictive State Representations

    Sylvie Ong, Yuri Grinberg, Joelle Pineau

    746

    PDF
  • Automated Workflow Synthesis

    Haoqi Zhang, Eric Horvitz, David Parkes

    1020

    PDF
  • Radial Restraint: A Semantically Clean Approach to Bounded Rationality for Logic Programs

    Benjamin Grosof, Terrance Swift

    379

    PDF
  • Spectral Rotation versus K-Means in Spectral Clustering

    Jin Huang, Feiping Nie, Heng Huang

    431

    PDF
  • Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs

    Kosta Ristovski, Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic

    840

    PDF
  • Optimal Coalition Structure Generation in Cooperative Graph Games

    Yoram Bachrach, Pushmeet Kohli, Vladimir Kolmogorov, Morteza Zadimoghaddam

    81

    PDF
  • Algorithms for Strong Nash Equilibrium with More than Two Agents

    Nicola Gatti, Marco Rocco, Tuomas Sandholm

    342

    PDF
  • A Morphogenetically Assisted Design Variation Tool

    Aaron Adler, Fusun Yaman, Jacob Beal, Jeffrey Cleveland, Hala Mostafa, Annan Mozeika

    9

    PDF
  • Parameterized Complexity Results for Plan Reuse

    Ronald de Haan, Anna Roubickova, Stefan Szeider

    224

    PDF
  • Posted Prices Exchange for Display Advertising Contracts

    Yagil Engel, Moshe Tennenholtz

    276

    PDF
  • Partial MUS Enumeration

    Alessandro Previti, Joao Marques-Silva

    818

    PDF
  • Instructor Rating Markets

    Mithun Chakraborty, Sanmay Das, Allen Lavoie, Malik Magdon-Ismail, Yonatan Naamad

    159

    PDF
  • Teamwork with Limited Knowledge of Teammates

    Samuel Barrett, Peter Stone, Sarit Kraus, Avi Rosenfeld

    102

    PDF
  • Enforcing Meter in Finite-Length Markov Sequences

    Pierre Roy, Francois Pachet

    854

    PDF
  • Resolution and Parallelizability: Barriers to the Efficient Parallelization of SAT Solvers

    George Katsirelos, Ashish Sabharwal, Horst Samulowitz, Laurent Simon

    481

    PDF
  • Robust Bidirectional Search via Heuristic Improvement

    Christopher Wilt, Wheeler Ruml

    954

    PDF
  • Clustering with Complex Constraints — Algorithms and Applications

    Weifeng Zhi, Xiang Wang, Buyue Qian, Patrick Butler, Naren Ramakrishnan, Ian Davidson

    1056

    PDF
  • HC-Search: Learning Heuristics and Cost Functions for Structured Prediction

    Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli

    253

    PDF
  • Complexity of Inferences in Polytree-shaped Semi-Qualitative Probabilistic Networks

    Cassio de Campos, Fabio Cozman

    217

    PDF
  • Answering Counting Aggregate Queries over Ontologies of the DL-Lite Family

    Egor Kostylev, Juan Reutter

    534

    PDF
  • Reduce and Re-Lift: Bootstrapped Lifted Likelihood Maximization for MAP

    Fabian Hadiji, Kristian Kersting

    394

    PDF
  • Automatic Identification of Conceptual Metaphors With Limited Knowledge

    Lisa Gandy, Nadji Allan, Mark Atallah, Ophir Frieder, Newton Howard, Sergey Kanareykin, Moshe Koppel, Mark Last, Yair Neuman, Shlomo Argamon

    328

    PDF
  • Story Generation with Crowdsourced Plot Graphs

    Boyang Li, Stephen Lee-Urban, George Johnston, Mark Riedl

    598

    PDF
  • Optimizing Objective Function Parameters for Strength in Computer Game-Playing

    Yoshikuni Sato, Makoto Miwa, Shogo Takeuchi, Daisuke Takahashi

    869

    PDF
  • SMILe: Shuffled Multiple-Instance Learning

    Gary Doran, Soumya Ray

    260

    PDF
  • Discovering Hierarchical Structure for Sources and Entities

    Aditya Pal, Nilesh Dalvi, Kedar Bellare

    753

    PDF
  • External Memory Best-First Search for Multiple Sequence Alignment

    Matthew Hatem, Wheeler Ruml

    409

    PDF
  • Ranking Scientific Articles by Exploiting Citations, Authors, Journals, and Time Information

    Yujing Wang, Yunhai Tong, Ming Zeng

    933

    PDF
  • Vesselness Features and the Inverse Compositional AAM for Robust Face Recognition Using Thermal IR

    Reza Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague

    357

    PDF
  • How to Cut a Cake Before the Party Ends

    David Kurokawa, John Lai, Ariel Procaccia

    555

    PDF
  • The Automated Acquisition of Suggestions from Tweets

    Li Dong, Furu Wei, Yajuan Duan, Xiaohua Liu, Ming Zhou, Ke Xu

    239

    PDF
  • A First-Order Formalization of Commitments and Goals for Planning

    Felipe Meneguzzi, Pankaj Telang, Munindar Singh

    697

    PDF
  • Equilibria of Online Scheduling Algorithms

    Itai Ashlagi, Brendan Lucier, Moshe Tennenholtz

    67

    PDF
  • Multiscale Manifold Learning

    Chang Wang, Sridhar Mahadevan

    912

    PDF
  • Joint Object and Pose Recognition Using Homeomorphic Manifold Analysis

    Haopeng Zhang, Tarek El-Gaaly, Ahmed Elgammal, Zhiguo Jiang

    1012

    PDF
  • Composition Games for Distributed Systems: The EU Grant Games

    Shay Kutten, Ron Lavi, Amitabh Trehan

    562

    PDF
  • A Maximum K-Min Approach for Classification

    Mingzhi Dong, Liang Yin, Weihong Deng, Li Shang, Jun Guo, Honggang Zhang

    246

    PDF
  • Multi-Armed Bandit with Budget Constraint and Variable Costs

    Wenkui Ding, Tao Qin, Xu-Dong Zhang, Tie-Yan Liu

    232

    PDF
  • Unified Constraint Propagation on Multi-View Data

    Zhiwu Lu, Yuxin Peng

    640

    PDF
  • Cost-Optimal Planning by Self-Interested Agents

    Raz Nissim, Ronen Brafman

    732

    PDF
  • On the Value of Using Group Discounts under Price Competition

    Reshef Meir, Tyler Lu, Moshe Tennenholtz, Craig Boutilier

    683

    PDF
  • A Framework for Aggregating Influenced CP-Nets and its Resistance to Bribery

    Alberto Maran, Nicolas Maudet, Maria Silvia Pini, Francesca Rossi, Kristen Brent Venable

    668

    PDF
  • Video Saliency Detection via Dynamic Consistent Spatio-Temporal Attention Modelling

    Sheng-hua Zhong, Yan Liu, Feifei Ren, Jinghuan Zhang, Tongwei Ren

    1063

    PDF
  • Qualitative Planning under Partial Observability in Multi-Agent Domains

    Ronen Brafman, Guy Shani, Shlomo Zilberstein

    130

    PDF
  • Red-Black Relaxed Plan Heuristics

    Michael Katz, Joerg Hoffmann, Carmel Domshlak

    489

    PDF
  • A Concave Conjugate Approach for Nonconvex Penalized Regression with the MCP Penalty

    Shubao Zhang, Hui Qian, Wei Chen, Zhihua Zhang

    1027

    PDF
  • Large-Scale Hierarchical Classification via Stochastic Perceptron

    Dehua Liu, Bojun Tu, Hui Qian, Zhihua Zhang

    619

    PDF
  • Search More, Disclose Less

    Chen Hajaj, Noam Hazon, David Sarne, Avshalom Elmalech

    401

    PDF
  • Computational Aspects of Nearly Single-Peaked Electorates

    Gábor Erdélyi, Martin Lackner, Andreas Pfandler

    283

    PDF
  • On the Subexponential Time Complexity of CSP

    Iyad Kanj, Stefan Szeider

    459

    PDF
  • Bundling Attacks in Judgment Aggregation

    Noga Alon, Dvir Falik, Reshef Meir, Moshe Tennenholtz

    39

    PDF
  • Social Rankings in Human-Computer Committees

    Moshe Bitan, Ya’akov Gal, Sarit Kraus, Elad Dokow, Amos Azaria

    116

    PDF
  • Progression of Decomposed Situation Calculus Theories

    Denis Ponomaryov, Mikhail Soutchanski

    810

    PDF
  • Bounding the Cost of Stability in Games over Interaction Networks

    Reshef Meir, Yair Zick, Edith Elkind, Jeffrey Rosenschein

    690

    PDF
  • Interdependent Multi-Issue Negotiation for Energy Exchange in Remote Communities

    Muddasser Alam, Alex Rogers, Sarvapali Ramchurn

    25

    PDF
  • Goal-Oriented Euclidean Heuristics with Manifold Learning

    Wenlin Chen, Yixin Chen, Kilian Weinberger, Qiang Lu, Xiaoping Chen

    173

    PDF
  • Temporal Milestones in HTNs

    Fusun Yaman, Brett Benyo, Alice Mulvehill

    1005

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  • Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers

    Mengqiu Wang, Wanxiang Che, Christopher Manning

    919

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  • Multi-Cycle Query Caching in Agent Programming

    Natasha Alechina, Tristan Behrens, Mehdi Dastani, Koen Hindriks, Jomi Hubner, Brian Logan, Hai Nguyen, Marc van Zee

    32

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  • An Agent Design for Repeated Negotiation and Information Revelation with People

    Noam Peled, Ya'akov Gal, Sarit Kraus

    789

    PDF
  • GiSS: Combining Gibbs Sampling and SampleSearch for Inference in Mixed Probabilistic and Deterministic Graphical Models

    Deepak Venugopal, Vibhav Gogate

    897

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  • Teaching Classification Boundaries to Humans

    Sumit Basu, Janara Christensen

    109

    PDF
  • Extending STR to a Higher-Order Consistency

    Christophe Lecoutre, Anastasia Paparrizou, Kostas Stergiou

    576

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  • Symmetry-Aware Marginal Density Estimation

    Mathias Niepert

    725

    PDF
  • Backdoors to Normality for Disjunctive Logic Programs

    Johannes Fichte, Stefan Szeider

    320

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  • Domain-Specific Heuristics in Answer Set Programming

    Martin Gebser, Benjamin Kaufmann, Javier Romero, Ramón Otero, Torsten Schaub, Philipp Wanko

    350

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  • From Interest to Function: Location Estimation in Social Media

    Yan Chen, Jichang Zhao, Xia Hu, Xiaoming Zhang, Zhoujun Li, Tat-Seng Chua

    180

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  • Walking on Minimax Paths for k-NN Search

    Kye-Hyeon Kim, Seungjin Choi

    518

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  • Bribery in Voting With Soft Constraints

    Maria Silvia Pini, Francesca Rossi, Kristen Brent Venable

    803

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  • Vector-Valued Multi-View Semi-Supervsed Learning for Multi-Label Image Classification

    Yong Luo, Dacheng Tao, Chang Xu, Dongchen Li, Chao Xu

    647

    PDF
  • Data-Parallel Computing Meets STRIPS

    Erez Karpas, Tomer Sagi, Carmel Domshlak, Avigdor Gal, Avi Mendelson, Moshe Tennenholtz

    474

    PDF
  • Salient Object Detection via Low-Rank and Structured Sparse Matrix Decomposition

    Houwen Peng, Bing Li, Rongrong Ji, Weiming Hu, Weihua Xiong, Congyan Lang

    796

    PDF
  • A General Formal Framework for Pathfinding Problems with Multiple Agents

    Esra Erdem, Doga Kisa, Umut Oztok, Peter Schüller

    290

    PDF
  • Abstract Preference Frameworks — a Unifying Perspective on Separability and Strong Equivalence

    Wolfgang Faber, Mirosław Truszczyński, Stefan Woltran

    297

    PDF
  • Improving the Performance of Consistency Algorithms by Localizing and Bolstering Propagation in a Tree Decomposition

    Shant Karakashian, Robert Woodward, Berthe Choueiry

    466

    PDF
  • Filtering With Logic Programs and Its Application to General Game Playing

    Michael Thielscher

    890

    PDF
  • m-Transportability: Transportability of a Causal Effect from Multiple Environments

    Sanghack Lee, Vasant Honavar

    583

    PDF
  • Joint Extraction and Labeling via Graph Propagation for Dictionary Construction

    Doo Soon Kim, Kunal Verma, Peter Yeh

    510

    PDF
  • Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint

    Fei Wu, Xu Tan, Yi Yang, Dacheng Tao, Siliang Tang, Yueting Zhuang

    962

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  • Efficient Evolutionary Dynamics with Extensive-Form Games

    Nicola Gatti, Fabio Panozzo, Marcello Restelli

    335

    PDF
  • Timelines with Temporal Uncertainty

    Alessandro Cimatti, Andrea Micheli, Marco Roveri

    195

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  • Analyzing the Effectiveness of Adversary Modeling in Security Games

    Thanh Nguyen, Rong Yang, Amos Azaria, Sarit Kraus, Milind Tambe

    718

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  • Mixed Heuristic Local Search for Protein Structure Prediction

    Swakkhar Shatabda, M. A. Newton, Abdul Sattar

    876

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  • Supervised Coupled Dictionary Learning with Group Structures for Multi-modal Retrieval

    Yue Zhuang, Yan Wang, Fei Wu, Yin Zhang, Wei Lu

    1070

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  • A Pattern Matching Based Model for Implicit Opinion Question Identification

    Hadi Amiri, Zheng-Jun Zha, Tat-Seng Chua

    46

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  • Convex Subspace Representation Learning from Multi-View Data

    Yuhong Guo

    387

    PDF
  • A Topic-Based Coherence Model for Statistical Machine Translation

    Deyi Xiong, Min Zhang

    977

    PDF
  • A Tensor-Variate Gaussian Process for Classification of Multidimensional Structured Data

    Qibin Zhao, Liqing Zhang, Andrzej Cichocki

    1041

    PDF
  • An Extended GHKM Algorithm for Inducing Lambda-SCFG

    Peng Li, Yang Liu, Maosong Sun

    605

    PDF
  • Dynamic Social Choice with Evolving Preferences

    David Parkes, Ariel Procaccia

    767

    PDF
  • A Kernel Density Estimate-Based Approach to Component Goodness Modeling

    Nuno Cardoso, Rui Abreu

    152

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  • Lazy Gaussian Process Committee for Real-Time Online Regression

    Han Xiao, Claudia Eckert

    969

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  • Liberal Safety for Answer Set Programs with External Sources

    Thomas Eiter, Michael Fink, Thomas Krennwallner, Christoph Redl

    267

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  • Fast Equilibrium Computation for Infinitely Repeated Games

    Garrett Andersen, Vincent Conitzer

    53

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  • Sparse Multi-Task Learning for Detecting Influential Nodes in an Implicit Diffusion Network

    Yingze Wang, Guang Xiang, Shi-Kuo Chang

    926

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  • Information Sharing Under Costly Communication in Joint Exploration

    Igor Rochlin, David Sarne

    847

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  • Model-Lite Case-Based Planning

    Hankz Hankui Zhuo, Tuan Nguyen, Subbarao Kambhampati

    1077

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  • Uncorrelated Lasso

    Si-Bao Chen, Chris Ding, Bin Luo, Ying Xie

    166

    PDF
  • Time-Dependent Trajectory Regression on Road Networks via Multi-Task Learning

    Jiangchuan Zheng, Lionel M. Ni

    1048

    PDF
  • Multiagent Learning with a Noisy Global Reward Signal

    Scott Proper, Kagan Tumer

    826

    PDF
  • A Generalized Student-t Based Approach to Mixed-Type Anomaly Detection

    Yen-Cheng Lu, Feng Chen, Yang Chen, Chang-Tien Lu

    633

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  • RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models

    Jan Noessner, Mathias Niepert, Heiner Stuckenschmidt

    739

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  • Reciprocal Hash Tables for Nearest Neighbor Search

    Xianglong Liu, Junfeng He, Bo Lang

    626

    PDF
  • Decoupling the Multiagent Disjunctive Temporal Problem

    James Boerkoel Jr., Edmund Durfee

    123

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  • Incremental Learning Framework for Indoor Scene Recognition

    Aram Kawewong, Rapeeporn Pimup, Osamu Hasegawa

    496

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  • Hypothesis Exploration for Malware Detection Using Planning

    Shirin Sohrabi, Octavian Udrea, Anton Riabov

    883

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  • Towards Cohesive Anomaly Mining

    Yun Xiong, Yangyong Zhu, Philip Yu, Jian Pei

    984

    PDF
  • On Power-Law Kernels, Corresponding Reproducing Kernel Hilbert Space and Applications

    Debarghya Ghoshdastidar, Ambedkar Dukkipati

    365

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  • Improving WalkSAT for Random k-Satisfiability Problem with k > 3

    Shaowei Cai, Kaile Su, Chuan Luo

    145

    PDF
  • Rank Aggregation via Low-Rank and Structured-Sparse Decomposition

    Yan Pan, Hanjiang Lai, Cong Liu, Yong Tang, Shuicheng Yan

    760

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  • Smart Multi-Task Bregman Clustering and Multi-Task Kernel Clustering

    Xianchao Zhang, Xiaotong Zhang

    1034

    PDF
  • Unsupervised Cluster Matching via Probabilistic Latent Variable Models

    Tomoharu Iwata, Tsutomu Hirao, Naonori Ueda

    445

    PDF
  • The Cascade Auction — A Mechanism for Deterring Collusion in Auctions

    Uriel Feige, Gil Kalai, Moshe Tennenholz

    313

    PDF
  • Gradient Networks: Explicit Shape Matching Without Extracting Edges

    Edward Hsiao, Martial Hebert

    417

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  • Guiding Scientific Discovery with Explanations Using DEMUD

    Kiri Wagstaff, Nina Lanza, David Thompson, Thomas Dietterich, Martha Gilmore

    905

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  • A Cyclic Weighted Median Method for L1 Low-Rank Matrix Factorization with Missing Entries

    Deyu Meng, Zongben Xu, Lei Zhang, Ji Zhao

    704

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  • Grounding Natural Language References to Unvisited and Hypothetical Locations

    Thomas Williams, Rehj Cantrell, Gordon Briggs, Paul Schermerhorn, Matthias Scheutz

    947

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  • Reasoning about Saturated Conditional Independence Under Uncertainty: Axioms, Algorithms, and Levesque’s Situations to the Rescue

    Sebastian Link

    612

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Doctoral Consortium

  • Backdoors to Tractability of Answer-Set Programming

    Johannes Fichte

    1662

    PDF
  • Multiagent Stochastic Planning With Bayesian Policy Recognition

    Alessandro Panella

    1672

    PDF
  • Crowdsourcing for Deployable Intelligent Systems

    Walter Lasecki

    1670

    PDF
  • Heuristic Search for Large Problems with Real Costs

    Matthew Hatem

    1668

    PDF
  • Steps Towards a Science of Heuristic Search

    Christopher Wilt

    1684

    PDF
  • Optimization of Heterogeneous Computing Resources for Robotic Mapping

    Adrian Ratter

    1676

    PDF
  • Artificial Conversational Companions

    Sviatlana Danilava

    1658

    PDF
  • Concurrent Inference Graphs

    Daniel Schlegel

    1680

    PDF
  • An Optimal Task Assignment Policy and Performance Diagnosis Strategy for Heterogeneous Hadoop Cluster

    Shekhar Gupta

    1664

    PDF
  • Understanding Descriptions of Visual Scenes Using Graph Grammars

    Daniel Bauer

    1656

    PDF
  • Tools for Preference Reasoning

    Ying Zhu

    1686

    PDF
  • Multi-Strategy Learning of Robotic Behaviours via Qualitative Reasoning

    Timothy Wiley

    1682

    PDF
  • Distribution Kernel Methods for Multiple-Instance Learning

    Gary Doran

    1660

    PDF
  • Creating Model-Based Adaptive Environments Using Game-Specific and Game-Independent Analytics

    Brent Harrison

    1666

    PDF
  • Efficient Algorithms for Strong Local Consistencies in Constraint Satisfaction Problems

    Anastasia Paparrizou

    1674

    PDF
  • The Wisdom of Crowds in Bioinformatics: What Can We Learn (and Gain) from Ensemble Predictions?

    Mariana Recamonde Mendoza, Ana Lúcia Bazzan

    PDF

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