Presentations and Authors


Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All
Track:
 

AI and the Web

High-Performance Distributed ML at Scale through Parameter Server Consistency Models PDF
Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth Gibson, Eric P. Xing
Trust Models for RDF Data: Semantics and Complexity PDF
Valeria Fionda, Gianluigi Greco
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
TrustSVD: Collaborative Filtering with Both the Explicit and Implicit Influence of User Trust and of Item Ratings PDF
Guibing Guo, Jie Zhang, Neil Yorke-Smith
Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network PDF
Weiwei Liu, Zhi-Hong Deng, Xiuwen Gong, Frank Jiang, Ivor W. Tsang
A Probabilistic Model for Bursty Topic Discovery in Microblogs PDF
Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng
Retweet Behavior Prediction Using Hierarchical Dirichlet Process PDF
Qi Zhang, Yeyun Gong, Ya Guo, Xuanjing Huang

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

Cognitive Systems

Dialogue Understanding in a Logic of Action and Belief PDF
Alfredo Gabaldon, Pat Langley

Computational Sustainability and AI

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
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
A Nonparametric Online Model for Air Quality Prediction PDF
Vitor Campanholo Guizilini, Fabio Tozeto Ramos

Game Playing and Interactive Entertainment

Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games PDF
Umair Z. Ahmed, Krishnendu Chatterjee, Sumit Gulwani
Continuity Editing for 3D Animation PDF
Quentin Galvane, Rémi Ronfard, Christophe Lino, Marc Christie

Game Theory and Economic Paradigms

Do Capacity Constraints Constrain Coalitions? PDF
Michal Feldman, Ofir Geri
Security Games with Protection Externalities PDF
Jiarui Gan, Bo An, Yevgeniy Vorobeychik
Controlled School Choice with Soft Bounds and Overlapping Types PDF
Ryoji Kurata, Masahiro Goto, Atsushi Iwasaki, Makoto Yokoo
Balanced Trade Reduction for Dual-Role Exchange Markets PDF
Dengji Zhao, Sarvapali D. Ramchurn, Enrico H. Gerding, Nicholas R. Jennings

Heuristic Search and Optimization

Improved Local Search for Binary Matrix Factorization PDF
Seyed Hamid Mirisaee, Eric Gaussier, Alexandre Termier

Integrated Systems

Bayesian Active Learning-Based Robot Tutor for Children's Word-Reading Skills PDF
Goren Gordon, Cynthia Breazeal
RANSAC versus CS-RANSAC PDF
Geun Sik Jo, Kee-Sung Lee, Devy Chandra, Chol-Hee Jang, Myung-Hyun Ga

Knowledge Representation and Reasoning

Exploiting Parallelism for Hard Problems in Abstract Argumentation PDF
Federico Cerutti, Ilias Tachmazidis, Mauro Vallati, Sotirios Batsakis, Massimiliano Giacomin, Grigoris Antoniou
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

Machine Learning Applications

Content-Aware Point of Interest Recommendation on Location-Based Social Networks PDF
Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu
Constructing Models of User and Task Characteristics from Eye Gaze Data for User-Adaptive Information Highlighting PDF
Matthew Junghyun Gingerich, Cristina Conati
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
Stable Feature Selection from Brain sMRI PDF
Bo Xin, Lingjing Hu, Yizhou Wang, Wen Gao
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

Automated Analysis of Commitment Protocols Using Probabilistic Model Checking PDF
Akın Günay, Song Songzheng, Yang Liu, Jie Zhang
Multi-Robot Auctions for Allocation of Tasks with Temporal Constraints PDF
Ernesto Nunes, Maria Gini

NLP and Knowledge Representation

Sense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia PDF
Zhaohui Wu, C. Lee Giles

NLP and Machine Learning

Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning PDF
Dan Garrette, Chris Dyer, Jason Baldridge, Noah A. Smith
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

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
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
Extracting Adverse Drug Reactions from Social Media PDF
Andrew Yates, Nazli Goharian, Ophir Frieder

Novel Machine Learning Algorithms

Efficient Active Learning of Halfspaces via Query Synthesis PDF
Ibrahim Alabdulmohsin, Xin Gao, Xiangliang Zhang
Collaborative Filtering with Localised Ranking PDF
Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
Learning Sparse Representations from Datasets with Uncertain Group Structures: Model, Algorithm and Applications PDF
Longwen Gao, Shuigeng Zhou
Spectral Clustering Using Multilinear SVD: Analysis, Approximations and Applications PDF
Debarghya Ghoshdastidar, Ambedkar Dukkipati
Pathway Graphical Lasso PDF
Maxim Grechkin, Maryam Fazel, Daniela Witten, Su-In Lee
Concurrent PAC RL PDF
Zhaohan Guo, Emma Brunskill
Multi-tensor Completion with Common Structures PDF
Chao Li, Qibin Zhao, Junhua Li, Andrzej Cichocki, Lili Guo
Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding PDF
Zhiwu Lu, Xin Gao, Liwei Wang, Ji-Rong Wen, Songfang Huang
Optimizing the CVaR via Sampling PDF
Aviv Tamar, Yonatan Glassner, Shie Mannor
High-Confidence Off-Policy Evaluation PDF
Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh
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

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
Transition Constraints for Parallel Planning PDF
Nina Ghanbari Ghooshchi, Majid Namazi, M A Hakim Newton, Abdul Sattar
Measuring Plan Diversity: Pathologies in Existing Approaches and A New Plan Distance Metric PDF
Robert P. Goldman, Ugur Kuter
Goal Recognition Design for Non-Optimal Agents PDF
Sarah Keren, Avigdor Gal, Erez Karpas
Approximate Linear Programming for Constrained Partially Observable Markov Decision Processes PDF
Pascal Poupart, Aarti Malhotra, Pei Pei, Kee-Eung Kim, Bongseok Goh, Michael Bowling
Tractability of Planning with Loops PDF
Siddharth Srivastava, Shlomo Zilberstein, Abhishek Gupta, Pieter Abbeel, Stuart Russell
An Efficient Forest-Based Tabu Search Algorithm for the Split-delivery Vehicle Routing Problem PDF
Zizhen Zhang, Huang He, Zhixing Luo, Hu Qin, Songshan Guo

Reasoning under Uncertainty

Optimal Cost Almost-Sure Reachability in POMDPs PDF
Krishnendu Chatterjee, Martin Chmelik, Raghav Gupta, Ayush Kanodia
Better Be Lucky than Good: Exceeding Expectations in MDP Evaluation PDF
Thomas Keller, Florian Geißer
Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs PDF
Deepak Venugopal, Somdeb Sarkhel, Vibhav Gogate

Search and Constraint Satisfaction

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

Vision

Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition PDF
Chuang Gan, Ming Lin, Yi Yang, Yueting Zhuang, Alexander G.Hauptmann
Building Effective Representations for Sketch Recognition PDF
Jun Guo, Changhu Wang, Hongyang Chao
Learning Predictable and Discriminative Attributes for Visual Recognition PDF
Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang
Compute Less to Get More: Using ORC to Improve Sparse Filtering PDF
Johannes Lederer, Sergio Guadarrama

Senior Member Papers

Speech Adaptation in Extended Ambient Intelligence Environments PDF
Bonnie J. Dorr, Lucian Galescu, Ian Perera, Kristy Hollingshead-Seitz, David Atkinson, Micah Clark, William Clancey, Yorick Wilks, Eric Fosler-Lussier
Blended Planning and Acting: Preliminary Approach, Research Challenges PDF
Dana S. Nau, Malik Ghallab, Paolo Traverso

Student Abstracts

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
Placing Influencing Agents in a Flock PDF
Katie Genter, Peter Stone
Characterizing Performance of Consistency Algorithms by Algorithm Configuration of Random CSP Generators PDF
Daniel J. Geschwender, Robert J. Woodward, Berthe Y. Choueiry
Finding Meaningful Gaps to Guide Data Acquisition for a Radiation Adjudication System PDF
Nick Gisolfi, Madalina Fiterau, Artur Dubrawski
Improving Cross-Domain Recommendation through Probabilistic Cluster-Level Latent Factor Model PDF
Siting Ren, Sheng Gao, Jianxin Liao, Jun Guo
Accelerating SAT Solving by Common Subclause Elimination PDF
Yaowei Yan, Chris E. Gutierrez, Jeriah Jn-Charles, Forrest Sheng Bao, Yuanlin Zhang

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
Tartanian7: A Champion Two-Player No-Limit Texas Hold'em Poker-Playing Program PDF
Noam Brown, Sam Ganzfried, Tuomas Sandholm
VecLP: A Realtime Video Recommendation System for Live TV Programs PDF
Sheng Gao, Dai Zhang, Honggang Zhang, Chao Huang, Yongsheng Zhang, Jianxin Liao, Jun Guo
Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling PDF
Maxime Guériau, Romain Billot, Nour-Eddin El Faouzi, Salima Hassas, Frédéric Armetta

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


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