Presentations and Authors


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AI and the Web

VELDA: Relating an Image Tweet’s Text and Images PDF
Tao Chen, Hany M. SalahEldeen, Xiangnan He, Min-Yen Kan, Dongyuan Lu
Lower and Upper Bounds for SPARQL Queries over OWL Ontologies PDF
Birte Glimm, Yevgeny Kazakov, Ilianna Kollia, Giorgos Stamou
FACES: Diversity-Aware Entity Summarization Using Incremental Hierarchical Conceptual Clustering PDF
Kalpa Gunaratna, Krishnaparasad Thirunarayan, Amit Sheth
Kernel Density Estimation for Text-Based Geolocation PDF
Mans Hulden, Miikka Silfverberg, Jerid Francom
Uniform Interpolation and Forgetting for ALC Ontologies with ABoxes PDF
Patrick Koopmann, Renate A. Schmidt
A Tri-Role Topic Model for Domain-Specific Question Answering PDF
Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong
Leveraging Social Foci for Information Seeking in Social Media PDF
Suhas Ranganath, Jiliang Tang, Xia Hu, Hari Sundaram, Huan Liu
Question/Answer Matching for CQA System via Combining Lexical and Sequential Information PDF
Yikang Shen, Wenge Rong, Zhiwei Sun, Yuanxin Ouyang, Zhang Xiong
A Hybrid Approach of Classifier and Clustering for Solving the Missing Node Problem PDF
Sigal Sina, Avi Rosenfeld, Sarit Kraus, Navot Akiva
Recommending Positive Links in Signed Social Networks by Optimizing a Generalized AUC PDF
Dongjin Song, David A Meyer
Causal Inference via Sparse Additive Models with Application to Online Advertising PDF
Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang
Sampling Representative Users from Large Social Networks PDF
Jie Tang, Chenhui Zhang, Keke Cai, Li Zhang, Zhong Su
RAIN: Social Role-Aware Information Diffusion PDF
Yang Yang, Jie Tang, Cane Wing-ki Leung, Yizhou Sun, Qicong Chen, Juanzi Li, Qiang Yang
Are Features Equally Representative? A Feature-Centric Recommendation PDF
Chenyi Zhang, Ke Wang, Ee-peng Lim, Qinneng Xu, Jianling Sun, Hongkun Yu

Applications

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
Efficient Computation of Semivalues for Game-Theoretic Network Centrality PDF
Piotr Lech Szczepański, Mateusz Krzysztof Tarkowski, Tomasz Paweł Michalak, Paul Harrenstein, Michael Wooldridge
Learning User-Specific Latent Influence and Susceptibility from Information Cascades PDF
Yongqing Wang, Huawei Shen, Shenghua Liu, Xueqi Cheng

Cognitive Modeling

An Agent-Based Model of the Emergence and Transmission of a Language System for the Expression of Logical Combinations PDF
Josefina Sierra-Santibanez

Cognitive Systems

Bayesian Affect Control Theory of Self PDF
Jesse Hoey, Tobias Schroeder
Inference Graphs: Combining Natural Deduction and Subsumption Inference in a Concurrent Reasoner PDF
Daniel R. Schlegel, Stuart C Shapiro
An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building PDF
Miaolong Yuan, Bo Tian, Vui Ann Shim, Huajin Tang, Haizhou Li

Computational Sustainability and AI

Best-Response Planning of Thermostatically Controlled Loads under Power Constraints PDF
Frits de Nijs, Matthijs T. J. Spaan, Mathijs M. de Weerdt
FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments PDF
John P. Dickerson, Tuomas Sandholm
Energy Disaggregation via Learning Powerlets and Sparse Coding PDF
Ehsan Elhamifar, Shankar Sastry
Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery PDF
Stefano Ermon, Ronan Le Bras, Santosh K. Suram, John M. Gregoire, Carla P. Gomes, Bart Selman, Robert B. van Dover
Data Analysis and Optimization for (Citi)Bike Sharing PDF
Eoin O'Mahony, David B. Shmoys
Risk Based Optimization for Improving Emergency Medical Systems PDF
Sandhya Saisubramanian, Pradeep Varakantham, Hoong Chuin Lau
Predisaster Preparation of Transportation Networks PDF
Hermann Schichl, Meinolf Sellmann
SmartShift: Expanded Load Shifting Incentive Mechanism for Risk-Averse Consumers PDF
Bochao Shen, Balakrishnan Narayanaswamy, Ravi Sundaram
Incentivizing Users for Balancing Bike Sharing Systems PDF
Adish Singla, Marco Santoni, Gábor Bartók, Pratik Mukerji, Moritz Meenen, Andreas Krause
A Simulator of Human Emergency Mobility Following Disasters: Knowledge Transfer from Big Disaster Data PDF
Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki, Nicholas Jing Yuan, Xing Xie
Real-Time Predictive Optimization for Energy Management in a Hybrid Electric Vehicle PDF
Alexander David Styler, Illah Reza Nourbakhsh

Game Theory and Economic Paradigms

Audit Games with Multiple Defender Resources PDF
Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha
A Faster Core Constraint Generation Algorithm for Combinatorial Auctions PDF
Benedikt Bünz, Sven Seuken, Benjamin Lubin
A Unifying Hierarchy of Valuations with Complements and Substitutes PDF
Uriel Feige, Michal Feldman, Nicole Immorlica, Rani Izsak, Brendan Lucier, Vasilis Syrgkanis
A Complexity Approach for Core-Selecting Exchange with Multiple Indivisible Goods under Lexicographic Preferences PDF
Etsushi Fujita, Julien Lesca, Akihisa Sonoda, Taiki Todo, Makoto Yokoo
Strategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism PDF
Chen Hajaj, John P. Dickerson, Avinatan Hassidim, Tuomas Sandholm, David Sarne
Stable Invitations PDF
Hooyeon Lee, Yoav Shoham
Voting Rules As Error-Correcting Codes PDF
Ariel D. Procaccia, Nisarg Shah, Yair Zick
Envy-Free Cake-Cutting in Two Dimensions PDF
Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann
Truthful Mechanisms without Money for Non-Utilitarian Heterogeneous Facility Location PDF
Paolo Serafino, Carmine Ventre
A Graphical Representation for Games in Partition Function Form PDF
Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, Michael Wooldridge, Makoto Yokoo

Heuristic Search and Optimization

Optimal Column Subset Selection by A-Star Search PDF
Hiromasa Arai, Crystal Maung, Haim Schweitzer
Complexity Results for Compressing Optimal Paths PDF
Adi Botea, Ben Strasser, Daniel Harabor
Two Weighting Local Search for Minimum Vertex Cover PDF
Shaowei Cai, Jinkun Lin, Kaile Su
Initializing Bayesian Hyperparameter Optimization via Meta-Learning PDF
Matthias Feurer, Jost Tobias Springenberg, Frank Hutter
Solving Distributed Constraint Optimization Problems Using Logic Programming PDF
Tiep Le, Tran Cao Son, Enrico Pontelli, William Yeoh
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization PDF
Danny Munera, Daniel Diaz, Salvador Abreu, Francesca Rossi, Vijay Saraswat, Philippe Codognet

Human-Computation and Crowd Sourcing

CrowdWON: A Modelling Language for Crowd Processes based on Workflow Nets PDF
David Sanchez-Charles, Victor Muntes-Mulero, Marc Sole, Jordi Nin
On the Impossibility of Convex Inference in Human Computation PDF
Nihar B. Shah, Dengyong Zhou
Efficient Task Sub-Delegation for Crowdsourcing PDF
Han Yu, Chunyan Miao, Zhiqi Shen, Cyril Leung, Yiqiang Chen, Qiang Yang

Humans and AI

When Suboptimal Rules PDF
Avshalom Elmalech, David Sarne, Avi Rosenfeld, Eden Shalom Erez
Predicting Emotion Perception Across Domains: A Study of Singing and Speaking PDF
Biqiao Zhang, Emily Mower Provost, Robert Swedberg, Georg Essl

Integrated Systems

Learning to Manipulate Unknown Objects in Clutter by Reinforcement PDF
Abdeslam Boularias, James Andrew Bagnell, Anthony Stentz
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
Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS PDF
Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme
Going Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities PDF
Tom Williams, Gordon Briggs, Bradley Oosterveld, Matthias Scheutz
CORPP: Commonsense Reasoning and Probabilistic Planning, as Applied to Dialog with a Mobile Robot PDF
Shiqi Zhang, Peter Stone
Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing PDF
Dawei Zhou, Jiebo Luo, Vincent M.B. Silenzio, Yun Zhou, Jile Hu, Glenn Currier, Henry Kautz

Knowledge Representation and Reasoning

asprin: Customizing Answer Set Preferences without a Headache PDF
Gerhard Brewka, James Delgrande, Javier Romero, Torsten Schaub
Towards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies PDF
Jianfeng Du, Kewen Wang, Yi-Dong Shen
Parallelized Hitting Set Computation for Model-Based Diagnosis PDF
Dietmar Jannach, Thomas Schmitz, Kostyantyn Shchekotykhin
From Classical to Consistent Query Answering under Existential Rules PDF
Thomas Lukasiewicz, Maria Vanina Martinez, Andreas Pieris, Gerardo I Simari
Logic Programming in Assumption-Based Argumentation Revisited - Semantics and Graphical Representation PDF
Claudia Schulz, Francesca Toni
Minimizing User Involvement for Accurate Ontology Matching Problems PDF
Anika Schumann, Freddy Lecue
Projection in the Epistemic Situation Calculus with Belief Conditionals PDF
Christoph Schwering, Gerhard Lakemeyer
Belief Revision Games PDF
Nicolas Schwind, Katsumi Inoue, Gauvain Bourgne, Sébastien Konieczny, Pierre Marquis
Interactive Query-Based Debugging of ASP Programs PDF
Kostyantyn Shchekotykhin
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
Answering Conjunctive Queries over EL Knowledge Bases with Transitive and Reflexive Roles PDF
Giorgio Stefanoni, Boris Motik
How Many Diagnoses Do We Need? PDF
Roni Tzvi Stern, Meir Kalech, Shelly Rogov, Alexander Feldman
The Relative Expressiveness of Abstract Argumentation and Logic Programming PDF
Hannes Strass
Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base PDF
Fei Wu, Jun Song, Yi Yang, Xi Li, Zhongfei Zhang, Yueting Zhuang

Machine Learning Applications

Scalable and Interpretable Data Representation for High-Dimensional, Complex Data PDF
Been Kim, Kayur Patel, Afshin Rostamizadeh, Julie Shah
Learning Hybrid Models with Guarded Transitions PDF
Pedro Santana, Spencer Lane, Eric Timmons, Brian Williams, Carlos Forster
Transaction Costs-Aware Portfolio Optimization via Fast Lowner-John Ellipsoid Approximation PDF
Weiwei Shen, Jun Wang
On Machine Learning towards Predictive Sales Pipeline Analytics PDF
Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen Chu, Xiaokang Yang

Multiagent Systems

Multi-Agent Pathfinding as a Combinatorial Auction PDF
Ofra Amir, Guni Sharon, Roni Stern
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
Cupid: Commitments in Relational Algebra PDF
Amit Chopra, Munindar Singh
Automated Analysis of Commitment Protocols Using Probabilistic Model Checking PDF
Akın Günay, Song Songzheng, Yang Liu, Jie Zhang
SCRAM: Scalable Collision-avoiding Role Assignment with Minimal-Makespan for Formational Positioning PDF
Patrick MacAlpine, Eric Price, Peter Stone
Fully Proportional Representation with Approval Ballots: Approximating the MaxCover Problem with Bounded Frequencies in FPT Time PDF
Piotr Krzysztof Skowron, Piotr Faliszewski
Finding a Collective Set of Items: From Proportional Multirepresentation to Group Recommendation PDF
Piotr Krzysztof Skowron, Piotr Faliszewski, Jerome Lang

NLP and Knowledge Representation

Learning Entity and Relation Embeddings for Knowledge Graph Completion PDF
Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu
Phrase Type Sensitive Tensor Indexing Model for Semantic Composition PDF
Yu Zhao, Zhiyuan Liu, Maosong Sun

NLP and Machine Learning

Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning PDF
Dan Garrette, Chris Dyer, Jason Baldridge, Noah A. Smith
Contrastive Unsupervised Word Alignment with Non-Local Features PDF
Yang Liu, Maosong Sun
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
The Utility of Text: The Case of Amicus Briefs and the Supreme Court PDF
Yanchuan Sim, Bryan R Routledge, Noah A Smith
A Family of Latent Variable Convex Relaxations for IBM Model 2 PDF
Andrei Arsene Simion, Michael Collins, Cliff Stein
Microblog Sentiment Classification with Contextual Knowledge Regularization PDF
Fangzhao Wu, Yangqiu Song, Yongfeng Huang

NLP and Text Mining

Extracting Verb Expressions Implying Negative Opinions PDF
Huayi Li, Arjun Mukherjee, Jianfeng Si, Bing Liu
Topical Word Embeddings PDF
Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
Towards Knowledge-Driven Annotation PDF
Yassine Mrabet, Claire Gardent, Muriel Foulonneau, Elena Simperl, Eric Ras
Using Frame Semantics for Knowledge Extraction from Twitter PDF
Anders Søgaard, Barbara Plank, Hector Martinez Alonso

Novel Machine Learning Algorithms

Bayesian Maximum Margin Principal Component Analysis PDF
Changying Du, Shandian Zhe, Fuzhen Zhuang, Yuan Qi, Qing He, Zhongzhi Shi
Localized Centering: Reducing Hubness in Large-Sample Data PDF
Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Kei Kobayashi, Kenji Fukumizu, Miloš Radovanović
Kernelized Online Imbalanced Learning with Fixed Budgets PDF
Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So
Maximin Separation Probability Clustering PDF
Gao Huang, Jianwen Zhang, Shiji Song, Zheng Chen
Self-Paced Curriculum Learning PDF
Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann
Spectral Learning of Predictive State Representations with Insufficient Statistics PDF
Alex Kulesza, Nan Jiang, Satinder Singh
Integrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data PDF
Wenzhao Lian, Piyush Rai, Esther Salazar, Lawrence Carin
Support Consistency of Direct Sparse-Change Learning in Markov Networks PDF
Song Liu, Taiji Suzuki, Masashi Sugiyama
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
Doubly Robust Covariate Shift Correction PDF
Sashank Jakkam Reddi, Barnabas Poczos, Alex Smola
Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery PDF
Peter Schulam, Fredrick Wigley, Suchi Saria
SP-SVM: Large Margin Classifier for Data on Multiple Manifolds PDF
Bin Shen, Bao-Di Liu, Qifan Wang, Yi Fang, Jan P. Allebach
Spectral Label Refinement for Noisy and Missing Text Labels PDF
Yangqiu Song, Chenguang Wang, Ming Zhang, Hailong Sun, Qiang Yang
Unsupervised Feature Learning through Divergent Discriminative Feature Accumulation PDF
Paul A. Szerlip, Gregory Morse, Justin K. Pugh, Kenneth O. Stanley
Gaussian Cardinality Restricted Boltzmann Machines PDF
Cheng Wan, Xiaoming Jin, Guiguang Ding, Dou Shen
Convex Batch Mode Active Sampling via α-Relative Pearson Divergence PDF
Hanmo Wang, Liang Du, Peng Zhou, Lei Shi, Yi-Dong Shen
Relational Stacked Denoising Autoencoder for Tag Recommendation PDF
Hao Wang, Xingjian Shi, Dit-Yan Yeung
Learning to Hash on Structured Data PDF
Qifan Wang, Luo Si, Bin Shen
Optimal Estimation of Multivariate ARMA Models PDF
Martha White, Junfeng Wen, Michael Bowling, Dale Schuurmans
Bayesian Model Averaging Naive Bayes (BMA-NB): Averaging over an Exponential Number of Feature Models in Linear Time PDF
Ga Wu, Scott Sanner, Rodrigo F.S.C. Oliveira
Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation PDF
Zenglin Xu, Rong Jin, Bin Shen, Shenghuo Zhu
Non-Linear Regression for Bag-of-Words Data via Gaussian Process Latent Variable Set Model PDF
Yuya Yoshikawa, Tomoharu Iwata, Hiroshi Sawada
Multi-Source Domain Adaptation: A Causal View PDF
Kun Zhang, Mingming Gong, Bernhard Schoelkopf
A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing PDF
Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen

Planning and Scheduling

Tractable Cost-Optimal Planning over Restricted Polytree Causal Graphs PDF
Meysam Aghighi, Peter Jonsson, Simon Ståhlberg
Transition Constraints for Parallel Planning PDF
Nina Ghanbari Ghooshchi, Majid Namazi, M A Hakim Newton, Abdul Sattar
Preference Planning for Markov Decision Processes PDF
Meilun Li, Zhikun She, Andrea Turrini, Lijun Zhang
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
From Non-Negative to General Operator Cost Partitioning PDF
Florian Pommerening, Malte Helmert, Gabriele Röger, Jendrik Seipp
Exploiting Submodular Value Functions for Faster Dynamic Sensor Selection PDF
Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek
Automatic Configuration of Sequential Planning Portfolios PDF
Jendrik Seipp, Silvan Sievers, Malte Helmert, Frank Hutter
Heuristics and Symmetries in Classical Planning PDF
Alexander Shleyfman, Michael Katz, Malte Helmert, Silvan Sievers, Martin Wehrle
Factored Symmetries for Merge-and-Shrink Abstractions PDF
Silvan Sievers, Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz
Improving Exploration in UCT Using Local Manifolds PDF
Sriram Srinivasan, Erik Talvitie, Michael Bowling
Tractability of Planning with Loops PDF
Siddharth Srivastava, Shlomo Zilberstein, Abhishek Gupta, Pieter Abbeel, Stuart Russell
Real-Time Symbolic Dynamic Programming PDF
Luis Gustavo Rocha Vianna, Leliane N. de Barros, Scott Sanner

Reasoning under Uncertainty

Loss-Calibrated Monte Carlo Action Selection PDF
Ehsan Abbasnejad, Justin Domke, Scott Sanner
Linear-Time Gibbs Sampling in Piecewise Graphical Models PDF
Hadi Mohasel Afshar, Scott Sanner, Ehsan Abbasnejad
Stable Model Counting and Its Application in Probabilistic Logic Programming PDF
Rehan Abdul Aziz, Geoffrey Chu, Christian Muise, Peter James Stuckey
Submodular Surrogates for Value of Information PDF
Yuxin Chen, Shervin Javdani, Amin Karbasi, J. Andrew Bagnell, Siddhartha Srinivasa, Andreas Krause
On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions PDF
Aaditya Ramdas, Sashank Jakkam Reddi, Barnabas Poczos, Aarti Singh, Larry Wasserman
Lifting Model Sampling for General Game Playing to Incomplete-Information Models PDF
Michael Schofield, Michael Thielscher
On Interruptible Pure Exploration in Multi-Armed Bandits PDF
Alexander Shleyfman, Antonín Komenda, Carmel Domshlak
Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs PDF
Deepak Venugopal, Somdeb Sarkhel, Vibhav Gogate
On Fairness in Decision-Making under Uncertainty: Definitions, Computation, and Comparison PDF
Chongjie Zhang, Julie A. Shah

Search and Constraint Satisfaction

Strong Bounds Consistencies and Their Application to Linear Constraints PDF
Christian Bessiere, Anastasia Paparrizou, Kostas Stergiou

Vision

A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations PDF
Tarek El-Gaaly, Vicky Froyen, Ahmed Elgammal, Jacob Feldman, Manish Singh
Automatic Topic Discovery for Multi-Object Tracking PDF
Wenhan Luo, Björn Stenger, Xiaowei Zhao, Tae-Kyun Kim
Complex Event Detection via Event Oriented Dictionary Learning PDF
Yan Yan, Yi Yang, Haoquan Shen, Deyu Meng, Gaowen Liu, Alex Hauptmann, Nicu Sebe
Deep Representation Learning with Target Coding PDF
Shuo Yang, Ping Luo, Chen Change Loy, Kenneth W. Shum, Xiaoou Tang
Learning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information PDF
Haonan Yu, Jeffrey Mark Siskind

Senior Member Papers

Steering Evolution Strategically: Computational Game Theory and Opponent Exploitation for Treatment Planning, Drug Design, and Synthetic Biology PDF
Tuomas Sandholm
Towards a Programmer’s Apprentice (Again) PDF
Howard Elliot Shrobe, Boris Katz, Randall Davis
Conducting Neuroscience to Guide the Development of AI PDF
Jeffrey Mark Siskind
Abstraction for Solving Large Incomplete-Information Games PDF
Tuomas Sandholm
Semantic Representation PDF
Lenhart K. Schubert

Student Abstracts

Placing Influencing Agents in a Flock PDF
Katie Genter, Peter Stone
Every Team Deserves a Second Chance: Identifying When Things Go Wrong (Student Abstract Version) PDF
Vaishnavh Nagarajan, Leandro Soriano Marcolino, Milind Tambe
A New Computational Intelligence Model for Long-Term Prediction of Solar and Geomagnetic Activity PDF
Mahboobeh Parsapoor, John Brooke, Bertil Svensson
GEF: A Self-Programming Robot Using Grammatical Evolution PDF
Charles Peabody, Jennifer H. Seitzer
Graphical Representation of Assumption-Based Argumentation PDF
Claudia Schulz
Actionable Combined High Utility Itemset Mining PDF
Jingyu Shao, Junfu Yin, Wei Liu, Longbing Cao
Spatio-Temporal Signatures of User-Centric Data: How Similar Are We? PDF
Samta Shukla, Aditya Telang, Salil Joshi, L. Venkat Subramaniam
Multimedia Data for the Visually Impaired PDF
Niket Tandon, Shekhar Sharma, Tanima Makkad
Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews PDF
Heting Wu, Hailong Sun, Yili Fang, Kefan Hu, Yongqing Xie, Yangqiu Song, Xudong Liu
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
Explaining Answer Set Programming in Argumentative Terms PDF
Claudia Schulz
Optimal Multi-Agent Pathfinding Algorithms PDF
Guni Sharon
Multi-Agent Team Formation: Solving Complex Problems by Aggregating Opinions PDF
Leandro Soriano Marcolino

Demonstrations

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
Inferring Latent User Properties from Texts Published in Social Media PDF
Svitlana Volkova, Yoram Bachrach, Michael Armstrong, Vijay Sharma

Virtual Agent Demonstrations

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
Interactive Narrative Planning in The Best Laid Plans PDF
Stephen G. Ware, R. Michael Young, Christian Stith, Phillip Wright

What's Hot Abstracts

What's Hot in the SAT and ASP Competitions PDF
Marijn Heule, Torsten Schaub


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