Presentations and Authors


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AI and the Web

Efficient Top-k Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling PDF
Takuya Akiba, Takanori Hayashi, Nozomi Nori, Yoichi Iwata, Yuichi Yoshida
Inferring Same-As Facts from Linked Data: An Iterative Import-by-Query Approach PDF
Mustafa Al-Bakri, Manuel Atencia, Steffen Lalande, Marie-Christine Rousset
A Personalized Interest-Forgetting Markov Model for Recommendations PDF
Jun Chen, Chaokun Wang, Jianmin Wang
Will You "Reconsume" the Near Past? Fast Prediction on Short-Term Reconsumption Behaviors PDF
Jun Chen, Chaokun Wang, Jianmin Wang
VELDA: Relating an Image Tweet’s Text and Images PDF
Tao Chen, Hany M. SalahEldeen, Xiangnan He, Min-Yen Kan, Dongyuan Lu
On Information Coverage for Location Category Based Point-of-Interest Recommendation PDF
Xuefeng Chen, Yifeng Zeng, Gao Cong, Shengchao Qin, Yanping Xiang, Yuanshun Dai
Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data PDF
Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H. Hsu
A New Granger Causal Model for Influence Evolution in Dynamic Social Networks: The Case of DBLP PDF
Belkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang
An Axiomatic Approach to Link Prediction PDF
Sara Cohen, Aviv Zohar
Perceiving Group Themes from Collective Social and Behavioral Information PDF
Peng Cui, Tianyang Zhang, Fei Wang, Peng He
Predicting the Demographics of Twitter Users from Website Traffic Data PDF
Aron Culotta, Nirmal Ravi Kumar, Jennifer Cutler
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
An EBMC-Based Approach to Selecting Types for Entity Filtering PDF
Jiwei Ding, Wentao Ding, Wei Hu, Yuzhong Qu
Trust Models for RDF Data: Semantics and Complexity PDF
Valeria Fionda, Gianluigi Greco
Extended Property Paths: Writing More SPARQL Queries in a Succinct Way PDF
Valeria Fionda, Giuseppe Pirrò, Mariano P. Consens
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
A Stochastic Model for Detecting Heterogeneous Link Communities in Complex Networks PDF
Dongxiao He, Dayou Liu, Di Jin, Weixiong Zhang
Prajna: Towards Recognizing Whatever You Want from Images without Image Labeling PDF
Xian-Sheng Hua, Jin Li
Kernel Density Estimation for Text-Based Geolocation PDF
Mans Hulden, Miikka Silfverberg, Jerid Francom
Cross-Modal Image Clustering via Canonical Correlation Analysis PDF
Cheng Jin, Wenhui Mao, Ruiqi Zhang, Yuejie Zhang, Xiangyang Xue
Modeling with Node Degree Preservation Can Accurately Find Communities PDF
Di Jin, Zheng Chen, Dongxiao He, Weixiong Zhang
Estimating Temporal Dynamics of Human Emotions PDF
Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park
Uniform Interpolation and Forgetting for ALC Ontologies with ABoxes PDF
Patrick Koopmann, Renate A. Schmidt
Using Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter PDF
Virgile Landeiro Dos Reis, Aron Culotta
Consistent Knowledge Discovery from Evolving Ontologies PDF
Freddy Lecue, Jeff Z Pan
Multi-Document Summarization Based on Two-Level Sparse Representation Model PDF
He Liu, Hongliang Yu, Zhi-Hong Deng
COT: Contextual Operating Tensor for Context-Aware Recommender Systems PDF
Qiang Liu, Shu Wu, Liang Wang
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
Content-Based Collaborative Filtering for News Topic Recommendation PDF
Zhongqi Lu, Zhicheng Dou, Jianxun Lian, Xing Xie, Qiang Yang
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
Using Description Logics for RDF Constraint Checking and Closed-World Recognition PDF
Peter F. Patel-Schneider
Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice PDF
Guilin Qi, Zhe Wang, Kewen Wang, Xuefeng Fu, Zhiqiang Zhuang
Leveraging Social Foci for Information Seeking in Social Media PDF
Suhas Ranganath, Jiliang Tang, Xia Hu, Hari Sundaram, Huan Liu
Extracting Bounded-Level Modules from Deductive RDF Triplestores PDF
Marie-Christine Rousset, Federico Ulliana
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
Relating Romanized Comments to News Articles by Inferring Multi-Glyphic Topical Correspondence PDF
Goutham Tholpadi, Mrinal Kanti Das, Trapit Bansal, Chiranjib Bhattacharyya
Mining User Intents in Twitter: A Semi-Supervised Approach to Inferring Intent Categories for Tweets PDF
Jinpeng Wang, Gao Cong, Xin Wayne Zhao, Xiaoming Li
Burst Time Prediction in Cascades PDF
Senzhang Wang, Zhao Yan, Xia Hu, Philip S. Yu, Zhoujun Li
Clustering-Based Collaborative Filtering for Link Prediction PDF
Xiangyu Wang, Dayu He, Danyang Chen, Jinhui Xu
Mining Query Subtopics from Questions in Community Question Answering PDF
Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou
DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization PDF
Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo
A Probabilistic Model for Bursty Topic Discovery in Microblogs PDF
Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng
On the Scalable Learning of Stochastic Blockmodel PDF
Bo Yang, Xuehua Zhao
RAIN: Social Role-Aware Information Diffusion PDF
Yang Yang, Jie Tang, Cane Wing-ki Leung, Yizhou Sun, Qicong Chen, Juanzi Li, Qiang Yang
Collaborative Topic Ranking: Leveraging Item Meta-Data for Sparsity Reduction PDF
Weilong Yao, Jing He, Hua Wang, Yanchun Zhang, Jie Cao
Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks PDF
Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang
Are Features Equally Representative? A Feature-Centric Recommendation PDF
Chenyi Zhang, Ke Wang, Ee-peng Lim, Qinneng Xu, Jianling Sun, Hongkun Yu
Incorporating Implicit Link Preference Into Overlapping Community Detection PDF
Hongyi Zhang, Irwin King, Michael R. Lyu
Retweet Behavior Prediction Using Hierarchical Dirichlet Process PDF
Qi Zhang, Yeyun Gong, Ya Guo, Xuanjing Huang
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
Representation Learning for Aspect Category Detection in Online Reviews PDF
Xinjie Zhou, Xiaojun Wan, Jianguo Xiao

Applications

Person Identification Using Anthropometric and Gait Data from Kinect Sensor PDF
Virginia Ortiz Andersson, Ricardo Matsumura Araujo
R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection PDF
Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Shanika Karunasekera, Chris Leckie
Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel PDF
Xiaomin Fang, Rong Pan, Guoxiang Cao, Xiuqiang He, Wenyuan Dai
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
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
Embedded Unsupervised Feature Selection PDF
Suhang Wang, Jiliang Tang, Huan Liu
Learning User-Specific Latent Influence and Susceptibility from Information Cascades PDF
Yongqing Wang, Huawei Shen, Shenghua Liu, Xueqi Cheng

Cognitive Modeling

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

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
Dialogue Understanding in a Logic of Action and Belief PDF
Alfredo Gabaldon, Pat Langley
Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos PDF
Jung-Woo Ha, Kyung-Min Kim, Byoung-Tak Zhang
Bayesian Affect Control Theory of Self PDF
Jesse Hoey, Tobias Schroeder
Heuristic Induction of Rate-Based Process Models PDF
Pat Langley, Adam Arvay
Spontaneous Retrieval from Long-Term Memory for a Cognitive Architecture PDF
Justin Li, John Laird
Learning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regression PDF
Chen Liang, Kenneth D. Forbus
Ontology-Based Information Extraction with a Cognitive Agent PDF
Peter Lindes, Deryle W. Lonsdale, David W. Embley
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
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
An Association Network for Computing Semantic Relatedness PDF
Keyang Zhang, Kenny Zhu, Seung-won Hwang

Computational Sustainability and AI

Influence-Driven Model for Time Series Prediction from Partial Observations PDF
Saima Aman, Charalampos Chelmis, Viktor K. Prasanna
Sharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing PDF
Filippo Bistaffa, Alessandro Farinelli, Sarvapali D. Ramchurn
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
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
Power System Restoration With Transient Stability PDF
Hassan Hijazi, Terrence W.K. Mak, Pascal Van Hentenryck
Aggregating Electric Cars to Sustainable Virtual Power Plants: The Value of Flexibility in Future Electricity Markets PDF
Micha Kahlen, Wolfgang Ketter
Energy Usage Behavior Modeling in Energy Disaggregation via Marked Hawkes Process PDF
Liangda Li, Hongyuan Zha
HVAC-Aware Occupancy Scheduling PDF
BoonPing Lim, Menkes van den Briel, Sylvie Thiebaux, Scott Backhaus, Russell Bent
Data Analysis and Optimization for (Citi)Bike Sharing PDF
Eoin O'Mahony, David B. Shmoys
Towards Optimal Solar Tracking: A Dynamic Programming Approach PDF
Athanasios Aris Panagopoulos, Georgios Chalkiadakis, Nicholas Robert Jennings
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 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

Assessing the Robustness of Cremer-McLean with Automated Mechanism Design PDF
Michael Albert, Vincent Conitzer, Giuseppe Lopomo
Online Learning and Profit Maximization from Revealed Preferences PDF
Kareem Amin, Rachel Cummings, Lili Dworkin, Michael Kearns, Aaron Roth
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
Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker PDF
Mithun Chakraborty, Sanmay Das, Justin Peabody
Computing Nash Equilibrium in Interdependent Defense Games PDF
Hau Chan, Luis Ortiz
Fair Information Sharing for Treasure Hunting PDF
Yiling Chen, Kobbi Nissim, Bo Waggoner
Conventional Machine Learning for Social Choice PDF
John A. Doucette, Kate Larson, Robin Cohen
The Complexity of Recognizing Incomplete Single-Crossing Preferences PDF
Edith Elkind, Piotr Faliszewski, Martin Lackner, Svetlana Obraztsova
A Unifying Hierarchy of Valuations with Complements and Substitutes PDF
Uriel Feige, Michal Feldman, Nicole Immorlica, Rani Izsak, Brendan Lucier, Vasilis Syrgkanis
Do Capacity Constraints Constrain Coalitions? PDF
Michal Feldman, Ofir Geri
A Mechanism Design Approach to Measure Awareness PDF
Diodato Ferraioli, Carmine Ventre, Gabor Aranyi
Facility Location with Double-Peaked Preferences PDF
Aris Filos-Ratsikas, Minming Li, Jie Zhang, Qiang Zhang
Elicitation for Aggregation PDF
Rafael M. Frongillo, Yiling Chen, Ian A. Kash
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
Security Games with Protection Externalities PDF
Jiarui Gan, Bo An, Yevgeniy Vorobeychik
Strategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism PDF
Chen Hajaj, John P. Dickerson, Avinatan Hassidim, Tuomas Sandholm, David Sarne
Hedonic Coalition Formation in Networks PDF
Martin Hoefer, Daniel Vaz, Lisa Wagner
Matching with Dynamic Ordinal Preferences PDF
Hadi Hosseini, Kate Larson, Robin Cohen
On a Competitive Secretary Problem PDF
Anna Karlin, Eric Lei
Controlled School Choice with Soft Bounds and Overlapping Types PDF
Ryoji Kurata, Masahiro Goto, Atsushi Iwasaki, Makoto Yokoo
Optimal Personalized Filtering Against Spear-Phishing Attacks PDF
Aron Laszka, Yevgeniy Vorobeychik, Xenofon Koutsoukos
Stable Invitations PDF
Hooyeon Lee, Yoav Shoham
The Pricing War Continues: On Competitive Multi-Item Pricing PDF
Omer Lev, Joel Oren, Craig Boutilier, Jeffrey S. Rosenschein
Cooperative Game Solution Concepts that Maximize Stability under Noise PDF
Yuqian Li, Vincent Conitzer
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
Voting Rules As Error-Correcting Codes PDF
Ariel D. Procaccia, Nisarg Shah, Yair Zick
Analysis of Equilibria in Iterative Voting Schemes PDF
Zinovi Rabinovich, Svetlana Obraztsova, Omer Lev, Evangelos Markakis, Jeffrey S. Rosenschein
Incentives for Subjective Evaluations with Private Beliefs PDF
Goran Radanovic, Boi Faltings
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
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.
Mechanism Design for Team Formation PDF
Mason Wright, Yevgeniy Vorobeychik
Exploring Information Asymmetry in Two-Stage Security Games PDF
Haifeng Xu, Zinovi Rabinovich, Shaddin Dughmi, Milind Tambe
Balanced Trade Reduction for Dual-Role Exchange Markets PDF
Dengji Zhao, Sarvapali D. Ramchurn, Enrico H. Gerding, Nicholas R. Jennings
Optimal Machine Strategies to Commit to in Two-Person Repeated Games PDF
Song Zuo, Pingzhong Tang

Heuristic Search and Optimization

Optimal Column Subset Selection by A-Star Search PDF
Hiromasa Arai, Crystal Maung, Haim Schweitzer
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
Two Weighting Local Search for Minimum Vertex Cover PDF
Shaowei Cai, Jinkun Lin, Kaile Su
Efficient Benchmarking of Hyperparameter Optimizers via Surrogates PDF
Katharina Eggensperger, Frank Hutter, Holger Hoos, Kevin Leyton-Brown
Convergent Plans for Large-Scale Evacuations PDF
Caroline Even, Victor Pillac, Pascal Van Hentenryck
Initializing Bayesian Hyperparameter Optimization via Meta-Learning PDF
Matthias Feurer, Jost Tobias Springenberg, Frank Hutter
Stochastic Local Search for Satisfiability Modulo Theories PDF
Andreas Fröhlich, Armin Biere, Christoph M. Wintersteiger, Youssef Hamadi
Lagrangian Decomposition Algorithm for Allocating Marketing Channels PDF
Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi
Recursive Best-First Search with Bounded Overhead PDF
Matthew Hatem, Scott Kiesel, Wheeler Ruml
Reusing Previously Found A* Paths for Fast Goal-Directed Navigation in Dynamic Terrain PDF
Carlos Hernandez, Roberto Asin, Jorge A Baier
Pruning Game Tree by Rollouts PDF
Bojun Huang
Solving Distributed Constraint Optimization Problems Using Logic Programming PDF
Tiep Le, Tran Cao Son, Enrico Pontelli, William Yeoh
Value-Directed Compression of Large-Scale Assignment Problems PDF
Tyler Lu, Craig Boutilier
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
Exploiting Variable Associations to Configure Efficient Local Search in Large-Scale Set Partitioning Problems PDF
Shunji Umetani
Resilient Upgrade of Electrical Distribution Grids PDF
Emre Yamangil, Russell Bent, Scott Backhaus
TDS+: Improving Temperature Discovery Search PDF
Yeqin Zhang, Martin Müller
Massively Parallel A* Search on a GPU PDF
Yichao Zhou, Jianyang Zeng

Human-Computation and Crowd Sourcing

Novel Mechanisms for Online Crowdsourcing with Unreliable, Strategic Agents PDF
Praphul Chandra, Yadati Narahari, Debmalya Mandal, Prasenjit Dey
Acquiring Speech Transcriptions Using Mismatched Crowdsourcing PDF
Preethi Jyothi, Mark Hasegawa-Johnson
Incentive Networks PDF
Yuezhou Lv, Thomas Moscibroda
Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency PDF
Diego Noble, Marcelo Prates, Daniel Bossle, Luís Lamb
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
Crowdsourcing Complex Workflows under Budget Constraints PDF
Long Tran-Thanh, Trung Dong Huynh, Avi Rosenfeld, Sarvapali D. Ramchurn, Nicholas R. Jennings
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
Providing Arguments in Discussions Based on the Prediction of Human Argumentative Behavior PDF
Ariel Rosenfeld, Sarit Kraus
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
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
Game-Theoretic Approach for Non-Cooperative Planning PDF
Jaume Jordán, Eva Onaindia
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
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

Ontology Module Extraction via Datalog Reasoning PDF
Ana Armas Romero, Mark Kaminski, Bernardo Cuenca Grau, Ian Horrocks
Tractable Interval Temporal Propositional and Description Logics PDF
Alessandro Artale, Roman Kontchakov, Vladislav Ryzhikov, Michael Zakharyaschev
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
A Syntax-Independent Approach to Forgetting in Disjunctive Logic Programs PDF
James Delgrande, Kewen Wang
Towards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies PDF
Jianfeng Du, Kewen Wang, Yi-Dong Shen
On Computing Explanations in Argumentation PDF
Xiuyi Fan, Francesca Toni
Parallelized Hitting Set Computation for Model-Based Diagnosis PDF
Dietmar Jannach, Thomas Schmitz, Kostyantyn Shchekotykhin
Splitting a Logic Program Revisited PDF
Jianmin Ji, Hai Wan, Ziwei Huo, Zhenfeng Yuan
On Elementary Loops and Proper Loops for Disjunctive Logic Programs PDF
Jianmin Ji, Hai Wan, Peng Xiao
XPath for DL Ontologies PDF
Egor V. Kostylev, Juan L. Reutter, Domagoj Vrgoc
An Abstract View on Modularity in Knowledge Representation PDF
Yuliya Lierler, Miroslaw Truszczynski
Learning Partial Lexicographic Preference Trees over Combinatorial Domains PDF
Xudong Liu, Miroslaw Truszczynski
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
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
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
On the Role of Canonicity in Knowledge Compilation PDF
Guy Van den Broeck, Adnan Darwiche
Knowledge Forgetting in Circumscription: A Preliminary Report PDF
Yisong Wang, Kewen Wang, Zhe Wang, Zhiqiang Zhuang
Instance-Driven Ontology Evolution in DL-Lite PDF
Zhe Wang, Kewen Wang, Zhiqiang Zhuang, Guilin Qi
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
A Logic for Reasoning About Game Strategies PDF
Dongmo Zhang, Michael Thielscher
Existential Rule Languages with Finite Chase: Complexity and Expressiveness PDF
Heng Zhang, Yan Zhang, Jia-Huai You

Machine Learning Applications

Variational Inference for Nonparametric Bayesian Quantile Regression PDF
Sachinthaka Abeywardana, Fabio Ramos
Sample-Targeted Clinical Trial Adaptation PDF
Ognjen Arandjelovic
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
Marginalized Denoising for Link Prediction and Multi-Label Learning PDF
Zheng Chen, Minmin Chen, Kilian Weinberger, Weixiong Zhang
Structured Sparsity with Group-Graph Regularization PDF
Xin-Yu Dai, Jian-Bing Zhang, Shu-Jian Huang, Jia-Jun Chen, Zhi-Hua Zhou
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
PD Disease State Assessment in Naturalistic Environments Using Deep Learning PDF
Nils Yannick Hammerla, James Fisher, Peter Andras, Lynn Rochester, Richard Walker, Thomas Ploetz
Identifying At-Risk Students in Massive Open Online Courses PDF
Jiazhen He, James Bailey, Benjamin I. P. Rubinstein, Rui Zhang
Exploiting Determinism to Scale Relational Inference PDF
Mohamed Hamza Ibrahim, Christopher Pal, Gilles Pesant
Scalable and Interpretable Data Representation for High-Dimensional, Complex Data PDF
Been Kim, Kayur Patel, Afshin Rostamizadeh, Julie Shah
Learning to Uncover Deep Musical Structure PDF
Phillip Kirlin, David Jensen
Nonstationary Gaussian Process Regression for Evaluating Repeated Clinical Laboratory Tests PDF
Thomas A. Lasko
Tensor-Based Learning for Predicting Stock Movements PDF
Qing Li, LiLing Jiang, Ping Li, Hsinchun Chen
Sub-Merge: Diving Down to the Attribute-Value Level in Statistical Schema Matching PDF
Zhe Lim, Benjamin Rubinstein
A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis PDF
Zitao Liu, Milos Hauskrecht
Generalized Singular Value Thresholding PDF
Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin
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
Algorithm Selection via Ranking PDF
Richard Jayadi Oentaryo, Stephanus Daniel Handoko, Hoong Chuin Lau
Propagating Ranking Functions on a Graph: Algorithms and Applications PDF
Buyue Qian, Xiang Wang, Ian Davidson
On Vectorization of Deep Convolutional Neural Networks for Vision Tasks PDF
Jimmy SJ. Ren, Li Xu
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
Coupled Interdependent Attribute Analysis on Mixed Data PDF
Can Wang, Chi-Hung Chi, Wei Zhou, Raymond Wong
Exploring Social Context for Topic Identification in Short and Noisy Texts PDF
Xin Wang, Ying Wang, Wanli Zuo, Guoyong Cai
Modeling Status Theory in Trust Prediction PDF
Ying Wang, Xin Wang, Jiliang Tang, Wanli Zuo, Guoyong Cai
Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification PDF
Lan Wei, Yonghong Tian, Yaowei Wang, Tiejun Huang
An SVD and Derivative Kernel Approach to Learning from Geometric Data PDF
Eric Wong, J. Zico Kolter
Mining User Interests from Personal Photos PDF
Pengtao Xie, Yulong Pei, Yuan Xie, Eric Xing
Integrating Image Clustering and Codebook Learning PDF
Pengtao Xie, Eric P. Xing
Stable Feature Selection from Brain sMRI PDF
Bo Xin, Lingjing Hu, Yizhou Wang, Wen Gao
Forecasting Collector Road Speeds Under High Percentage of Missing Data PDF
Xin Xin, Chunwei Lu, Yashen Wang, Heyan Huang
Large-Margin Multi-Label Causal Feature Learning PDF
Chang Xu, Dacheng Tao, Chao Xu
Exploiting Task-Feature Co-Clusters in Multi-Task Learning PDF
Linli Xu, Aiqing Huang, Jianhui Chen, Enhong Chen
Temporally Adaptive Restricted Boltzmann Machine for Background Modeling PDF
Linli Xu, Yitan Li, Yubo Wang, Enhong Chen
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
Bayesian Approach to Modeling and Detecting Communities in Signed Network PDF
Bo Yang, Xuehua Zhao, Xueyan Liu
Colorization by Patch-Based Local Low-Rank Matrix Completion PDF
Quanming Yao, T. Kwok James
Sparse Bayesian Multiview Learning for Simultaneous Association Discovery and Diagnosis of Alzheimer's Disease PDF
Shandian Zhe, Zenglin Xu, Yuan Qi, Peng Yu
A Closed Form Solution to Multi-View Low-Rank Regression PDF
Shuai Zheng, Xiao Cai, Chris Ding, Feiping Nie, Heng Huang
A Nonconvex Relaxation Approach for Rank Minimization Problems PDF
Xiaowei Zhong, Linli Xu, Yitan Li, Zhiyuan Liu, Enhong Chen

Multiagent Systems

An Empirical Study on the Practical Impact of Prior Beliefs over Policy Types PDF
Stefano Vittorino Albrecht, Jacob William Crandall, Subramanian Ramamoorthy
Scalable Planning and Learning for Multiagent POMDPs PDF
Christopher Amato, Frans A Oliehoek
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
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
Elections with Few Voters: Candidate Control Can Be Easy PDF
Jiehua Chen, Piotr Faliszewski, Rolf Niedermeier, Nimrod Talmon
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
Fast Convention Formation in Dynamic Networks Using Topological Knowledge PDF
Mohammad Rashedul Hasan, Anita Raja, Ana Bazzan
Distributed Multiplicative Weights Methods for DCOP PDF
Daisuke Hatano, Yuichi Yoshida
A Counter Abstraction Technique for the Verification of Robot Swarms PDF
Panagiotis Kouvaros, Alessio Lomuscio
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
Multi-Robot Auctions for Allocation of Tasks with Temporal Constraints PDF
Ernesto Nunes, Maria Gini
Distributing Coalition Value Calculations to Coalition Members PDF
Luke Riley, Katie Atkinson, Paul E. Dunne, Terry R. Payne
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
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
Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization PDF
Ziqiang Cao, Furu Wei, Li Dong, Sujian Li, Ming Zhou
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
Surveyor: A System for Generating Coherent Survey Articles for Scientific Topics PDF
Rahul Jha, Reed Coke, Dragomir Radev
Automatically Creating a Large Number of New Bilingual Dictionaries PDF
Khang Nhut Lam, Feras Al Tarouti, Jugal Kalita
Learning Entity and Relation Embeddings for Knowledge Graph Completion PDF
Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu
Sense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia PDF
Zhaohui Wu, C. Lee Giles
Phrase Type Sensitive Tensor Indexing Model for Semantic Composition PDF
Yu Zhao, Zhiyuan Liu, Maosong Sun

NLP and Machine Learning

Predicting Peer-to-Peer Loan Rates Using Bayesian Non-Linear Regression PDF
Zsolt Bitvai, Trevor Cohn
A Novel Neural Topic Model and Its Supervised Extension PDF
Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji
Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser PDF
Devendra Singh Chaplot, Pushpak Bhattacharyya, Ashwin Paranjape
Dataless Text Classification with Descriptive LDA PDF
Xingyuan Chen, Yunqing Xia, Peng Jin, John Carroll
Topic Segmentation with an Ordering-Based Topic Model PDF
Lan Du, John K. Pate, Mark Johnson
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
Unsupervised Phrasal Near-Synonym Generation from Text Corpora PDF
Dishan Gupta, Jaime Carbonell, Anatole Gershman, Steve Klein, David Miller
Local Context Sparse Coding PDF
Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park
Recurrent Convolutional Neural Networks for Text Classification PDF
Siwei Lai, Liheng Xu, Kang Liu, Jun Zhao
Joint Anaphoricity Detection and Coreference Resolution with Constrained Latent Structures PDF
Emmanuel Lassalle, Pascal Denis
Fast and Accurate Prediction of Sentence Specificity PDF
Junyi Jessy Li, Ani Nenkova
Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue PDF
Changsong Liu, Joyce Yue Chai
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
Online Bayesian Models for Personal Analytics in Social Media PDF
Svitlana Volkova, Benjamin Van Durme
Microblog Sentiment Classification with Contextual Knowledge Regularization PDF
Fangzhao Wu, Yangqiu Song, Yongfeng Huang
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
Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework PDF
Ran Xu, Caiming Xiong, Wei Chen, Jason J Corso
Ordering-Sensitive and Semantic-Aware Topic Modeling PDF
Min Yang, Tianyi Cui, Wenting Tu

NLP and Text Mining

Target-Dependent Churn Classification in Microblogs PDF
Hadi Amiri, Hal Daume III
English Light Verb Construction Identification Using Lexical Knowledge PDF
Wei-Te Chen, Claire Bonial, Martha Palmer
Chinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers PDF
Chen Chen, Vincent Ng
Gazetteer-Independent Toponym Resolution Using Geographic Word Profiles PDF
Grant DeLozier, Jason Baldridge, Loretta London
Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network PDF
Xiao Ding, Ting Liu, Junwen Duan, Jian-Yun Nie
Generating Event Causality Hypotheses through Semantic Relations PDF
Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer, Jong-Hoon Oh
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
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
Semantic Lexicon Induction from Twitter with Pattern Relatedness and Flexible Term Length PDF
Ashequl Qadir, Pablo N. Mendes, Daniel Gruhl, Neal Lewis
Word Segmentation for Chinese Novels PDF
Likun Qiu, Yue Zhang
Using Frame Semantics for Knowledge Extraction from Twitter PDF
Anders Søgaard, Barbara Plank, Hector Martinez Alonso
Learning to Recommend Quotes for Writing PDF
Jiwei Tan, Xiaojun Wan, Jianguo Xiao
Extracting Adverse Drug Reactions from Social Media PDF
Andrew Yates, Nazli Goharian, Ophir Frieder
An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization PDF
Deyu Zhou, Liangyu Chen, Yulan He

Novel Machine Learning Algorithms

A Probabilistic Covariate Shift Assumption for Domain Adaptation PDF
Tameem Adel, Alexander Wong
Efficient Active Learning of Halfspaces via Query Synthesis PDF
Ibrahim Alabdulmohsin, Xin Gao, Xiangliang Zhang
Budgeted Prediction with Expert Advice PDF
Kareem Amin, Satyen Kale, Gerald Tesauro, Deepak Turaga
Model-Based Reinforcement Learning in Continuous Environments Using Real-Time Constrained Optimization PDF
Olov Andersson, Fredrik Heintz, Patrick Doherty
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
Deep Modeling Complex Couplings within Financial Markets PDF
Wei Cao, Liang Hu, Longbing Cao
Structural Learning with Amortized Inference PDF
Kai-Wei Chang, Shyam Upadhyay, Gourab Kundu, Dan Roth
A Convex Formulation for Spectral Shrunk Clustering PDF
Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou
Learning Relational Kalman Filtering PDF
Jaesik Choi, Eyal Amir, Tianfang Xu, Albert J. Valocchi
Policy Tree: Adaptive Representation for Policy Gradient PDF
Ujjwal Das Gupta, Erik Talvitie, Michael Bowling
Collaborative Filtering with Localised Ranking PDF
Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon
Random Gradient Descent Tree: A Combinatorial Approach for SVM with Outliers PDF
Hu Ding, Jinhui Xu
An Adaptive Gradient Method for Online AUC Maximization PDF
Yi Ding, Peilin Zhao, Steven C. H. Hoi, Yew-Soon Ong
Graph-Sparse LDA: A Topic Model with Structured Sparsity PDF
Finale Doshi-Velez, Byron C. Wallace, Ryan Adams
Bayesian Maximum Margin Principal Component Analysis PDF
Changying Du, Shandian Zhe, Fuzhen Zhuang, Yuan Qi, Qing He, Zhongzhi Shi
Modelling Class Noise with Symmetric and Asymmetric Distributions PDF
Jun Du, Zhihua Cai
Optimizing Bag Features for Multiple-Instance Retrieval PDF
Zhouyu Fu, Feifei Pan, Cheng Deng, Wei Liu
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
Discriminative Feature Grouping PDF
Lei Han, Yu Zhang
Learning Multi-Level Task Groups in Multi-Task Learning PDF
Lei Han, Yu Zhang
Localized Centering: Reducing Hubness in Large-Sample Data PDF
Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Kei Kobayashi, Kenji Fukumizu, Miloš Radovanović
Expressing Arbitrary Reward Functions as Potential-Based Advice PDF
Anna Harutyunyan, Sam Devlin, Peter Vrancx, Ann Nowe
Active Learning by Learning PDF
Wei-Ning Hsu, Hsuan-Tien Lin
Kernelized Online Imbalanced Learning with Fixed Budgets PDF
Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So
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
Maximin Separation Probability Clustering PDF
Gao Huang, Jianwen Zhang, Shiji Song, Zheng Chen
The Dynamic Chinese Restaurant Process via Birth and Death Processes PDF
Rui Huang, Fengyuan Zhu, Pheng-Ann Heng
Self-Paced Curriculum Learning PDF
Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann
Outlier-Robust Convex Segmentation PDF
Itamar Katz, Koby Crammer
Fast Gradient Descent for Drifting Least Squares Regression, with Application to Bandits PDF
Nathaniel Korda, Prashanth L.A., Remi Munos
Spectral Learning of Predictive State Representations with Insufficient Statistics PDF
Alex Kulesza, Nan Jiang, Satinder Singh
A Generalized Reduced Linear Program for Markov Decision Processes PDF
Chandrashekar Lakshminarayanan, Shalabh Bhatnagar
Don't Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX PDF
Johannes Lederer, Christian Müller
On the Equivalence of Linear Discriminant Analysis and Least Squares PDF
Kibok Lee, Junmo Kim
Multi-tensor Completion with Common Structures PDF
Chao Li, Qibin Zhao, Junhua Li, Andrzej Cichocki, Lili Guo
Large-Scale Multi-View Spectral Clustering via Bipartite Graph PDF
Yeqing Li, Feiping Nie, Heng Huang, Junzhou Huang
Integrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data PDF
Wenzhao Lian, Piyush Rai, Esther Salazar, Lawrence Carin
Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction PDF
Anqi Liu, Lev Reyzin, Brian D. Ziebart
Unidimensional Clustering of Discrete Data Using Latent Tree Models PDF
April H. Liu, Leonard K.M. Poon, Nevin L. Zhang
Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification PDF
Meng Liu, Yong Luo, Dacheng Tao, Chao Xu, Yonggang Wen
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
Large Margin Metric Learning for Multi-Label Prediction PDF
Weiwei Liu, Ivor W Tsang
Absent Multiple Kernel Learning PDF
Xinwang Liu, Lei Wang, Jianping Yin, Yong Dou, Jian Zhang
Eigenvalues Ratio for Kernel Selection of Kernel Methods PDF
Yong Liu, Shizhong Liao
Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation PDF
Kian Hsiang Low, Jiangbo Yu, Jie Chen, Patrick Jaillet
Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding PDF
Zhiwu Lu, Xin Gao, Liwei Wang, Ji-Rong Wen, Songfang Huang
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
Learning Relational Sum-Product Networks PDF
Aniruddh Nath, Pedro M. Domingos
Tensor-Variate Restricted Boltzmann Machines PDF
Tu Dinh Nguyen, Truyen Tran, Dinh Phung, Svetha Venkatesh
Probabilistic Attributed Hashing PDF
Mingdong Ou, Peng Cui, Jun Wang, Fei Wang, Wenwu Zhu
Obtaining Well Calibrated Probabilities Using Bayesian Binning PDF
Mahdi Pakdaman Naeini, Gregory Cooper, Milos Hauskrecht
Detecting and Tracking Concept Class Drift and Emergence in Non-Stationary Fast Data Streams PDF
Brandon Shane Parker, Latifur Khan
Detecting Change Points in the Large-Scale Structure of Evolving Networks PDF
Leto Peel, Aaron Clauset
Adaptive Sampling with Optimal Cost for Class-Imbalance Learning PDF
Yuxin Peng
Multi-Objective Reinforcement Learning with Continuous Pareto Frontier Approximation PDF
Matteo Pirotta, Simone Parisi, Marcello Restelli
Pareto Ensemble Pruning PDF
Chao Qian, Yang Yu, Zhi-Hua Zhou
Leveraging Features and Networks for Probabilistic Tensor Decomposition PDF
Piyush Rai, Yingjian Wang, Lawrence Carin
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
Agnostic System Identification for Monte Carlo Planning PDF
Erik Talvitie
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
TODTLER: Two-Order-Deep Transfer Learning PDF
Jan Van Haaren, Andrey Kolobov, Jesse Davis
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
Gaussian Cardinality Restricted Boltzmann Machines PDF
Cheng Wan, Xiaoming Jin, Guiguang Ding, Dou Shen
Online Boosting Algorithms for Anytime Transfer and Multitask Learning PDF
Boyu Wang, Joelle Pineau
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 Robust Locality Preserving Projection via p-Order Minimization PDF
Hua Wang, Feiping Nie, Heng Huang
Learning to Hash on Structured Data PDF
Qifan Wang, Luo Si, Bin Shen
Transfer Feature Representation via Multiple Kernel Learning PDF
Wei Wang, Hao Wang, Chen Zhang, Fanjiang Xu
Optimal Estimation of Multivariate ARMA Models PDF
Martha White, Junfeng Wen, Michael Bowling, Dale Schuurmans
Improving Approximate Value Iteration with Complex Returns by Bounding PDF
Robert William Wright, Xingye Qiao, Steven Loscalzo, Lei Yu
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
Dictionary Learning with Mutually Reinforcing Group-Graph Structures PDF
Hongteng Xu, Licheng Yu, Dixin Luo, Hongyuan Zha, Yi Xu
Active Manifold Learning via Gershgorin Circle Guided Sample Selection PDF
Hongteng Xu, Hongyuan Zha, Ren-Cang Li, Mark A. Davenport
Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation PDF
Zenglin Xu, Rong Jin, Bin Shen, Shenghuo Zhu
OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation PDF
Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa
Non-Linear Regression for Bag-of-Words Data via Gaussian Process Latent Variable Set Model PDF
Yuya Yoshikawa, Tomoharu Iwata, Hiroshi Sawada
A Mathematical Programming-Based Approach to Determining Objective Functions from Qualitative and Subjective Comparisons PDF
Takayuki Yoshizumi
Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds PDF
Hongyang Zhang, Zhouchen Lin, Chao Zhang, Edward Y. Chang
Multi-Source Domain Adaptation: A Causal View PDF
Kun Zhang, Mingming Gong, Bernhard Schoelkopf
Online Bandit Learning for a Special Class of Non-Convex Losses PDF
Lijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou
Online Dictionary Learning on Symmetric Positive Definite Manifolds with Vision Applications PDF
Shengping Zhang, Shiva Kasiviswanathan, Pong C. Yuen, Mehrtash Harandi
Constrained NMF-Based Multi-View Clustering on Unmapped Data PDF
Xianchao Zhang, Linlin Zong, Xinyue Liu, Hong Yu
Multi-Task Learning and Algorithmic Stability PDF
Yu Zhang
SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering PDF
Han Zhao, Pascal Poupart, Yongfeng Zhang, Martin Lysy
Self-Paced Learning for Matrix Factorization PDF
Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann
Cross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision PDF
Yi Zhen, Piyush Rai, Hongyuan Zha, Lawrence Carin
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
10,000+ Times Accelerated Robust Subset Selection PDF
Feiyun Zhu, Bin Fan, Xinliang Zhu, Ying Wang, Shiming Xiang, Chunhong Pan

Planning and Scheduling

Tractable Cost-Optimal Planning over Restricted Polytree Causal Graphs PDF
Meysam Aghighi, Peter Jonsson, Simon Ståhlberg
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
Strong Temporal Planning with Uncontrollable Durations: A State-Space Approach PDF
Alessandro Cimatti, Andrea Micheli, Marco Roveri
Factored MCTS for Large Scale Stochastic Planning PDF
Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli
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
Efficient Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems PDF
Eric A. Hansen, Ibrahim Abdoulahi
A Generalization of Sleep Sets Based on Operator Sequence Redundancy PDF
Robert C. Holte, Yusra Alkhazraji, Martin Wehrle
Goal Recognition Design for Non-Optimal Agents PDF
Sarah Keren, Avigdor Gal, Erez Karpas
Variable-Deletion Backdoors to Planning PDF
Martin Kronegger, Sebastian Ordyniak, Andreas Pfandler
Preference Planning for Markov Decision Processes PDF
Meilun Li, Zhikun She, Andrea Turrini, Lijun Zhang
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
From Non-Negative to General Operator Cost Partitioning PDF
Florian Pommerening, Malte Helmert, Gabriele Röger, Jendrik Seipp
Approximate Linear Programming for Constrained Partially Observable Markov Decision Processes PDF
Pascal Poupart, Aarti Malhotra, Pei Pei, Kee-Eung Kim, Bongseok Goh, Michael Bowling
Discretization of Temporal Models with Application to Planning with SMT PDF
Jussi Rintanen
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
tBurton: A Divide and Conquer Temporal Planner PDF
David Wang, Brian Williams
Multi-Objective MDPs with Conditional Lexicographic Reward Preferences PDF
Kyle Hollins Wray, Shlomo Zilberstein, Abdel-Illah Mouaddib
Resolving Over-Constrained Probabilistic Temporal Problems through Chance Constraint Relaxation PDF
Peng Yu, Cheng Fang, Brian Williams
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
Crowdsourced Action-Model Acquisition for Planning PDF
Hankz Hankui Zhuo

Reasoning under Uncertainty

Loss-Calibrated Monte Carlo Action Selection PDF
Ehsan Abbasnejad, Justin Domke, Scott Sanner
Solving Uncertain MDPs with Objectives that Are Separable over Instantiations of Model Uncertainty PDF
Yossiri Adulyasak, Pradeep Varakantham, Asrar Ahmed, Patrick Jaillet
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
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
Optimal Cost Almost-Sure Reachability in POMDPs PDF
Krishnendu Chatterjee, Martin Chmelik, Raghav Gupta, Ayush Kanodia
Value of Information Based on Decision Robustness PDF
Suming Jeremiah Chen, Arthur Choi, Adnan Darwiche
Submodular Surrogates for Value of Information PDF
Yuxin Chen, Shervin Javdani, Amin Karbasi, J. Andrew Bagnell, Siddhartha Srinivasa, Andreas Krause
Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity PDF
Fabio Gagliardi Cozman, Denis Deratani Maua
An Improved Lower Bound for Bayesian Network Structure Learning PDF
Xiannian Fan, Changhe Yuan
Approximately Optimal Risk-Averse Routing Policies via Adaptive Discretization PDF
Darrell Hoy, Evdokia Nikolova
Better Be Lucky than Good: Exceeding Expectations in MDP Evaluation PDF
Thomas Keller, Florian Geißer
Reward Shaping for Model-Based Bayesian Reinforcement Learning PDF
Hyeoneun Kim, Woosang Lim, Kanghoon Lee, Yung-Kyun Noh, Kee-Eung Kim
Tighter Value Function Bounds for Bayesian Reinforcement Learning PDF
Kanghoon Lee, Kee-Eung Kim
Knowledge-Based Probabilistic Logic Learning PDF
Phillip Odom, Tushar Khot, Reid Porter, Sriraam Natarajan
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
Representation Discovery for MDPs Using Bisimulation Metrics PDF
Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup
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
Lifted Probabilistic Inference for Asymmetric Graphical Models PDF
Guy Van den Broeck, Mathias Niepert
Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs PDF
Deepak Venugopal, Somdeb Sarkhel, Vibhav Gogate
Hierarchical Monte-Carlo Planning PDF
Ngo Anh Vien, Marc Toussaint
Chance-Constrained Scheduling via Conflict-Directed Risk Allocation PDF
Andrew J. Wang, Brian C. Williams
Learning to Reject Sequential Importance Steps for Continuous-Time Bayesian Networks PDF
Jeremy C. Weiss, Sriraam Natarajan, C. David Page
Nonparametric Scoring Rules PDF
Erik Peter Zawadzki, Sebastien Lahaie
On Fairness in Decision-Making under Uncertainty: Definitions, Computation, and Comparison PDF
Chongjie Zhang, Julie A. Shah
An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks PDF
Xiaoyuan Zhu, Changhe Yuan

Robotics

Proximal Operators for Multi-Agent Path Planning PDF
Jose Bento, Nate Derbinsky, Charles Mathy, Jonathan S. Yedidia
This Time the Robot Settles for a Cost: A Quantitative Approach to Temporal Logic Planning with Partial Satisfaction PDF
Morteza Lahijanian, Shaull Almagor, Dror Fried, Lydia E. Kavraki, Moshe Y. Vardi
Intent Prediction and Trajectory Forecasting via Predictive Inverse Linear-Quadratic Regulation PDF
Mathew Monfort, Anqi Liu, Brian Ziebart
Spatio-Spectral Exploration Combining In Situ and Remote Measurements PDF
David Ray Thompson, David Wettergreen, Greydon Foil, Michael Furlong, Anatha Ravi Kiran
Robot Learning Manipulation Action Plans by "Watching" Unconstrained Videos from the World Wide Web PDF
Yezhou Yang, Yi Li, Cornelia Fermuller, Yiannis Aloimonos

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
Binarisation via Dualisation for Valued Constraints PDF
David A. Cohen, Martin C. Cooper, Peter G. Jeavons, Stanislav Zivny
SAT-Based Strategy Extraction in Reachability Games PDF
Niklas Een, Alexander Legg, Nina Narodytska, Leonid Ryzhyk
The Extendable-Triple Property: A New CSP Tractable Class beyond BTP PDF
Philippe Jégou, Cyril Terrioux

Vision

Online Detection of Abnormal Events Using Incremental Coding Length PDF
Jayanta Kumar Dutta, Bonny Banerjee
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
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
A Local Sparse Model for Matching Problem PDF
Bo Jiang, Jin Tang, Chris Ding, Bin Luo
Compute Less to Get More: Using ORC to Improve Sparse Filtering PDF
Johannes Lederer, Sergio Guadarrama
Sparse Deep Stacking Network for Image Classification PDF
Jun Li, Heyou Chang, Jian Yang
Surpassing Human-Level Face Verification Performance on LFW with GaussianFace PDF
Chaochao Lu, Xiaoou Tang
Automatic Topic Discovery for Multi-Object Tracking PDF
Wenhan Luo, Björn Stenger, Xiaowei Zhao, Tae-Kyun Kim
Robust Subspace Clustering via Thresholding Ridge Regression PDF
Xi Peng, Zhang Yi, Huajin Tang
Multi-View Point Registration via Alternating Optimization PDF
Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
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
Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking PDF
Liming Zhao, Xi Li, Jun Xiao, Fei Wu, Yueting Zhuang
Learning Face Hallucination in the Wild PDF
Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin
A Boosted Multi-Task Model for Pedestrian Detection with Occlusion Handling PDF
Chao Zhu, Yuxin Peng

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
Intelligent Agents for Rehabilitation and Care of Disabled and Chronic Patients PDF
Sarit Kraus
Mechanism Learning with Mechanism Induced Data PDF
Tie-Yan Liu, Wei Chen, Tao Qin
Emerging Architectures for Global System Science PDF
Michela Milano, Pascal Van Hentenryck
Blended Planning and Acting: Preliminary Approach, Research Challenges PDF
Dana S. Nau, Malik Ghallab, Paolo Traverso
Impact of Modeling Languages on the Theory and Practice in Planning Research PDF
Jussi Rintanen
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
Challenges in Resource and Cost Allocation PDF
Toby Walsh
Explaining Watson: Polymath Style PDF
Wlodek W. Zadrozny, Valeria de Paiva, Lawrence S. Moss
Machine Teaching: An Inverse Problem to Machine Learning and an Approach Toward Optimal Education PDF
Xiaojin Zhu
Building Strong Semi-Autonomous Systems PDF
Shlomo Zilberstein
Achieving Intelligence Using Prototypes, Composition, and Analogy PDF
Vinay K. Chaudhri
Towards User-Adaptive Information Visualization PDF
Cristina Conati, Giuseppe Carenini, Dereck Toker, Sébastien Lallé
Languages for Learning and Mining PDF
Luc De Raedt
Compile! PDF
Pierre Marquis
On the Diagnosis of Cyber-Physical Production Systems PDF
Oliver Niggemann, Volker Lohweg
Abstraction for Solving Large Incomplete-Information Games PDF
Tuomas Sandholm
Semantic Representation PDF
Lenhart K. Schubert

Student Abstracts

A Succinct Conceptualization of the Foundations for a Network Organization Paradigm PDF
Saad Alqithami
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
Stochastic Blockmodeling for Online Advertising PDF
Li Chen, Matthew Patton
Query Abduction for ELH Ontologies PDF
Mahsa Chitsaz, Zhe Wang, Kewen Wang
A Multi-Pass Sieve for Name Normalization PDF
Jennifer D'Souza
A Sequence Labeling Approach to Deriving Word Variants PDF
Jennifer D'Souza
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
Active Learning for Informative Projection Retrieval PDF
Madalina Fiterau, Artur Dubrawski
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
Dealing with Trouble: A Data-Driven Model of a Repair Type for a Conversational Agent PDF
Sviatlana Höhn
On Manipulablity of Random Serial Dictatorship in Sequential Matching with Dynamic Preferences PDF
Hadi Hosseini, Kate Larson, Robin Cohen
Language Independent Feature Extractor PDF
Young-Seob Jeong, Ho-Jin Choi
Coupled Collaborative Filtering for Context-aware Recommendation PDF
Xinxin Jiang, Wei Liu, Longbing Cao, Guodong Long
Sorted Neighborhood for the Semantic Web PDF
Mayank Kejriwal
Effect of Spatial Pooler Initialization on Column Activity in Hierarchical Temporal Memory PDF
Mackenzie Leake, Liyu Xia, Kamil Rocki, Wayne Imaino
Acronym Disambiguation Using Word Embedding PDF
Chao Li, Lei Ji, Jun Yan
Learning Word Vectors Efficiently Using Shared Representations and Document Representations PDF
Qun Luo, Weiran Xu
Just-in-Time Hierarchical Constraint Decomposition PDF
Valentin Mayer-Eichberger
Every Team Deserves a Second Chance: Identifying When Things Go Wrong (Student Abstract Version) PDF
Vaishnavh Nagarajan, Leandro Soriano Marcolino, Milind Tambe
Active Advice Seeking for Inverse Reinforcement Learning PDF
Phillip Odom, Sriraam Natarajan
Designing Vaccines that Are Robust to Virus Escape PDF
Swetasudha Panda, Yevgeniy Vorobeychik
"Is It Rectangular?" Using I Spy as an Interactive, Game-Based Approach to Multimodal Robot Learning PDF
Natalie Paige Parde, Michalis Papakostas, Konstantinos Tsiakas, Rodney D. Nielsen
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
Planning with Numeric Timed Initial Fluents PDF
Chiara Piacentini, Maria Fox, Derek Long
Combining Ontology Class Expression Generation with Mathematical Modeling for Ontology Learning PDF
Jedrzej Potoniec, Agnieszka Ławrynowicz
Improving Cross-Domain Recommendation through Probabilistic Cluster-Level Latent Factor Model PDF
Siting Ren, Sheng Gao, Jianxin Liao, Jun Guo
Representation Discovery for MDPs Using Bisimulation Metrics PDF
Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup
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
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
Self-Organized Collective Decision-Making in a 100-Robot Swarm PDF
Gabriele Valentini, Heiko Hamann, Marco Dorigo
Handling Uncertainty in Answer Set Programming PDF
Yi Wang, Joohyung Lee
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
What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions PDF
Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao
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
Touchless Telerobotic Surgery — Is It Possible at All? PDF
Tian Zhou, Maria Eugenia Cabrera, Juan Pablo Wachs

Doctoral Consortium

Modeling Eye Movements when Reading Microblogs PDF
Maria Barrett, Anders Soegaard
Exploiting the Structure of Distributed Constraint Optimization Problems PDF
Ferdinando Fioretto
Realistic Assumptions for Attacks on Elections PDF
Zack Fitzsimmons
Social Hierarchical Learning PDF
Bradley Hayes
Multivariate Conditional Anomaly Detection and Its Clinical Application PDF
Charmgil Hong, Milos Hauskrecht
Probabilistic Planning with Risk-Sensitive Criterion PDF
Ping Hou
Entity Resolution in a Big Data Framework PDF
Mayank Kejriwal
Non-Classical Planning for Robotic Applications PDF
Scott Kiesel
Transfer Learning-Based Co-Run Scheduling for Heterogeneous Datacenters PDF
Wei Kuang, Laura E. Brown, Zhenlin Wang
HVAC-Aware Occupancy Scheduling (Extended Abstract) PDF
Boon-Ping Lim
Scalable Agent Modeling for Large Multiagent Systems PDF
Carrie Rebhuhn
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
Scaling-Up Inference in Markov Logic PDF
Deepak Venugopal
Risk-Aware Scheduling throughout Planning and Execution PDF
Andrew J. 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
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
Cognitive Master Teacher PDF
Raghu Krishnapuram, Luis A Lastras, Satya Nitta
Visualizing Inference PDF
Henry Lieberman, Joe Henke
Bottom-Up Demand Response by Following Local Energy Generation Voluntarily PDF
Tobias Linnenberg, Alexander Fay, Michael Kaisers
Visualization Techniques for Topic Model Checking PDF
Jaimie Murdock, Colin Allen
Salient Object Detection via Objectness Proposals PDF
Tam Van Nguyen
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
The Network Data Repository with Interactive Graph Analytics and Visualization PDF
Ryan Rossi, Nesreen Ahmed
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
Circumventing Robots' Failures by Embracing Their Faults: A Practical Approach to Planning for Autonomous Construction PDF
Stefan Witwicki, Francesco Mondada
Crowd Motion Monitoring with Thermodynamics-Inspired Feature PDF
Xinfeng Zhang, Su Yang, Yuan Yan Tang, Weishan Zhang

Virtual Agent Demonstrations

Cerebella: Automatic Generation of Nonverbal Behavior for Virtual Humans PDF
Margot Lhommet, Yuyu Xu, Stacy Marsella
Scheherazade: Crowd-Powered Interactive Narrative Generation PDF
Boyang Li, Mark Riedl
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
Using Social Relationships to Control Narrative Generation PDF
Julie Porteous, Fred Charles, Marc Cavazza
Interactive Narrative Planning in The Best Laid Plans PDF
Stephen G. Ware, R. Michael Young, Christian Stith, Phillip Wright

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
BDDs Strike Back (in AI Planning) PDF
Stefan Edelkamp, Peter Kissmann, Alvaro Torralba
What's Hot in the SAT and ASP Competitions PDF
Marijn Heule, Torsten Schaub
What Is Hot in CHI PDF
Wei Li
AIBIRDS: The Angry Birds Artificial Intelligence Competition PDF
Jochen Renz
RoboCup@Home — Benchmarking Domestic Service Robots PDF
Sven Wachsmuth, Dirk Holz, Maja Rudinac, Javier Ruiz-del-Solar
Data Science for Social Good — 2014 KDD Highlights PDF
Wei Wang


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