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Technical Papers: Applications

Inferring Multi-Dimensional Ideal Points for US Supreme Court Justices PDF
Mohammad Raihanul Islam, K. S. M. Tozammel Hossain, Siddharth Krishnan, Naren Ramakrishnan
Little Is Much: Bridging Cross-Platform Behaviors through Overlapped Crowds PDF
Meng Jiang, Peng Cui, Nicholas Jing Yuan, Xing Xie, Shiqiang Yang
Scientific Ranking over Heterogeneous Academic Hypernetwork PDF
Ronghua Liang, Xiaorui Jiang
MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-Based Protein Structure Prediction PDF
Zeming Lin, Jack Lanchantin, Yanjun Qi
Hospital Stockpiling Problems with Inventory Sharing PDF
Eric Lofgren, Anil Vullikanti
Predicting ICU Mortality Risk by Grouping Temporal Trends from a Multivariate Panel of Physiologic Measurements PDF
Yuan Luo, Yu Xin, Rohit Joshi, Leo Celi, Peter Szolovits
Learning to Generate Posters of Scientific Papers PDF
Yuting Qiang, Yanwei Fu, Yanwen Guo, Zhi-Hua Zhou, Leonid Sigal
Face Behind Makeup PDF
Shuyang Wang, Yun Fu
Social Role-Aware Emotion Contagion in Image Social Networks PDF
Yang Yang, Jia Jia, Boya Wu, Jie Tang
Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data PDF
Jianfei Zhang, Lifei Chen, Alain Vanasse, Josiane Courteau, Shengrui Wang
On the Minimum Differentially Resolving Set Problem for Diffusion Source Inference in Networks PDF
Chuan Zhou, Wei-Xue Lu, Peng Zhang, Jia Wu, Yue Hu, Li Guo

Technical Papers: AI and the Web

From Tweets to Wellness: Wellness Event Detection from Twitter Streams PDF
Mohammad Akbari, Xia Hu, Nie Liqiang, Tat-Seng Chua
"8 Amazing Secrets for Getting More Clicks": Detecting Clickbaits in News Streams Using Article Informality PDF
Prakhar Biyani, Kostas Tsioutsiouliklis, John Blackmer
Business-Aware Visual Concept Discovery from Social Media for Multimodal Business Venue Recognition PDF
Bor-Chun Chen, Yan-Ying Chen, Francine Chen, Dhiraj Joshi
Capturing Semantic Correlation for Item Recommendation in Tagging Systems PDF
Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Deren Chen
Identifying Sentiment Words Using an Optimization Model with L1 Regularization PDF
Zhi-Hong Deng, Hongliang Yu, Yunlun Yang
Community-Based Question Answering via Heterogeneous Social Network Learning PDF
Hanyin Fang, Fei Wu, Zhou Zhao, Xinyu Duan, Yueting Zhuang, Martin Ester
College Towns, Vacation Spots, and Tech Hubs: Using Geo-Social Media to Model and Compare Locations PDF
Hancheng Ge, James Caverlee
Inferring a Personalized Next Point-of-Interest Recommendation Model with Latent Behavior Patterns PDF
Jing He, Xin Li, Lejian Liao, Dandan Song, William K. Cheung
VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback PDF
Ruining He, Julian McAuley
Improved Neural Machine Translation with SMT Features PDF
Wei He, Zhongjun He, Hua Wu, Haifeng Wang
A Scalable Framework to Choose Sellers in E-Marketplaces Using POMDPs PDF
Athirai A. Irissappane, Frans A. Oliehoek, Jie Zhang
Fusing Social Networks with Deep Learning for Volunteerism Tendency Prediction PDF
Yongpo Jia, Xuemeng Song, Jingbo Zhou, Li Liu, Liqiang Nie, David S. Rosenblum
Detect Overlapping Communities via Ranking Node Popularities PDF
Di Jin, Hongcui Wang, Jianwu Dang, Dongxiao He, Weixiong Zhang
Top-N Recommender System via Matrix Completion PDF
Zhao Kang, Chong Peng, Qiang Cheng
Robust Text Classification in the Presence of Confounding Bias PDF
Virgile Landeiro, Aron Culotta
Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts PDF
Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan
Fortune Teller: Predicting Your Career Path PDF
Ye Liu, Luming Zhang, Liqiang Nie, Yan Yan, David S. Rosenblum
Predicting Online Protest Participation of Social Media Users PDF
Suhas Ranganath, Fred Morstatter, Xia Hu, Jiliang Tang, Suhang Wang, Huan Liu
Context-Sensitive Twitter Sentiment Classification Using Neural Network PDF
Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji
ClaimEval: Integrated and Flexible Framework for Claim Evaluation Using Credibility of Sources PDF
Mehdi Samadi, Partha Talukdar, Manuela Veloso, Manuel Blum
On the Effectiveness of Linear Models for One-Class Collaborative Filtering PDF
Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Darius Braziunas
Supervised Hashing via Uncorrelated Component Analysis PDF
SungRyull Sohn, Hyunwoo Kim, Junmo Kim
Commonsense in Parts: Mining Part-Whole Relations from the Web and Image Tags PDF
Niket Tandon, Charles Hariman, Jacopo Urbani, Anna Rohrbach, Marcus Rohrbach, Gerhard Weikum
Recommendation with Social Dimensions PDF
Jiliang Tang, Suhang Wang, Xia Hu, Dawei Yin, Yingzhou Bi, Yi Chang, Huan Liu
Column-Oriented Datalog Materialization for Large Knowledge Graphs PDF
Jacopo Urbani, Ceriel Jacobs, Markus Krötzsch
Semantic Community Identification in Large Attribute Networks PDF
Xiao Wang, Di Jin, Xiaochun Cao, Liang Yang, Weixiong Zhang
Unfolding Temporal Dynamics: Predicting Social Media Popularity Using Multi-scale Temporal Decomposition PDF
Bo Wu, Tao Mei, Wen-Huang Cheng, Yongdong Zhang
Modeling Users’ Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective PDF
Le Wu, Yong Ge, Qi Liu, Enhong Chen, Bai Long, Zhenya Huang
Cross-Lingual Taxonomy Alignment with Bilingual Biterm Topic Model PDF
Tianxing Wu, Guilin Qi, Haofen Wang, Kang Xu, Xuan Cui
Online Cross-Modal Hashing for Web Image Retrieval PDF
Liang Xie, Jialie Shen, Lei Zhu
Understanding Emerging Spatial Entities PDF
Jinyoung Yeo, Jin-woo Park, Seung-won Hwang
Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark PDF
Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang
STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation PDF
Shenglin Zhao, Tong Zhao, Haiqin Yang, Michael R. Lyu, Irwin King

Technical Papers: Cognitive Modeling

Learning the Preferences of Ignorant, Inconsistent Agents PDF
Owain Evans, Andreas Stuhlmueller, Noah Goodman
Egocentric Video Search via Physical Interactions PDF
Taiki Miyanishi, Jun-ichiro Hirayama, Quan Kong, Takuya Maekawa, Hiroki Moriya, Takayuki Suyama

Technical Papers: Computational Sustainability and AI

Learning Deep Representation from Big and Heterogeneous Data for Traffic Accident Inference PDF
Quanjun Chen, Xuan Song, Harutoshi Yamada, Ryosuke Shibasaki
Autonomous Electricity Trading Using Time-of-Use Tariffs in a Competitive Market PDF
Daniel Urieli, Peter Stone

Technical Papers: Game Playing and Interactive Entertainment

Reuse of Neural Modules for General Video Game Playing PDF
Alexander Braylan, Mark Hollenbeck, Elliot Meyerson, Risto Miikkulainen
Poker-CNN: A Pattern Learning Strategy for Making Draws and Bets in Poker Games Using Convolutional Networks PDF
Nikolai Yakovenko, Liangliang Cao, Colin Raffel, James Fan

Technical Papers: Game Theory and Economic Paradigms

Computing Possible and Necessary Equilibrium Actions (and Bipartisan Set Winners) PDF
Markus Brill, Rupert Freeman, Vincent Conitzer
From Duels to Battlefields: Computing Equilibria of Blotto and Other Games PDF
AmirMahdi Ahmadinejad, Sina Dehghani, MohammadTaghi Hajiaghay, Brendan Lucier, Hamid Mahini, Saeed Seddighin
Maximizing Revenue with Limited Correlation: The Cost of Ex-Post Incentive Compatibility PDF
Michael Albert, Vincent Conitzer, Giuseppe Lopomo
Blind, Greedy, and Random: Algorithms for Matching and Clustering Using Only Ordinal Information PDF
Elliot Anshelevich, Shreyas Sekar
Strategyproof Peer Selection: Mechanisms, Analyses, and Experiments PDF
Haris Aziz, Omer Lev, Nicholas Mattei, Jeffrey S. Rosenschein, Toby Walsh
A Security Game Combining Patrolling and Alarm-Triggered Responses Under Spatial and Detection Uncertainties PDF
Nicola Basilico, Giuseppe De Nittis, Nicola Gatti
Learning Market Parameters Using Aggregate Demand Queries PDF
Xiaohui Bei, Wei Chen, Jugal Garg, Martin Hoefer, Xiaoming Sun
An Algorithmic Framework for Strategic Fair Division PDF
Simina Brânzei, Ioannis Caragiannis, David Kurokawa, Ariel D. Procaccia
One Size Does Not Fit All: A Game-Theoretic Approach for Dynamically and Effectively Screening for Threats PDF
Matthew Brown, Arunesh Sinha, Aaron Schlenker, Milind Tambe
Strategy-Based Warm Starting for Regret Minimization in Games PDF
Noam Brown, Tuomas Sandholm
Using Correlated Strategies for Computing Stackelberg Equilibria in Extensive-Form Games PDF
Jiri Cermak, Branislav Bosansky, Karel Durkota, Viliam Lisy, Christopher Kiekintveld
Assignment and Pricing in Roommate Market PDF
Pak Hay Chan, Xin Huang, Zhengyang Liu, Chihao Zhang, Shengyu Zhang
Incentives for Strategic Behavior in Fisher Market Games PDF
Ning Chen, Xiaotie Deng, Bo Tang, Hongyang Zhang
Rules for Choosing Societal Tradeoffs PDF
Vincent Conitzer, Rupert Freeman, Markus Brill, Yuqian Li
Judgment Aggregation under Issue Dependencies PDF
Marco Costantini, Carla Groenland, Ulle Endriss
Price of Pareto Optimality in Hedonic Games PDF
Edith Elkind, Angelo Fanelli, Michele Flammini
Multiwinner Analogues of the Plurality Rule: Axiomatic and Algorithmic Perspectives PDF
Piotr Faliszewski, Piot Skowron, Arkadii Slinko, Nimrod Talmon
Ad Auctions and Cascade Model: GSP Inefficiency and Algorithms PDF
Gabriele Farina, Nicola Gatti
Variations on the Hotelling-Downs Model PDF
Michal Feldman, Amos Fiat, Svetlana Obraztsova
A Geometric Method to Construct Minimal Peer Prediction Mechanisms PDF
Rafael Frongillo, Jens Witkowski
Sequence-Form and Evolutionary Dynamics: Realization Equivalence to Agent Form and Logit Dynamics PDF
Nicola Gatti, Marcello Restelli
Who Can Win a Single-Elimination Tournament? PDF
Michael P. Kim, Warut Suksompong, Virginia Vassilevska Williams
When Can the Maximin Share Guarantee Be Guaranteed? PDF
David Kurokawa, Ariel D. Procaccia, Junxing Wang
Multi-Attribute Proportional Representation PDF
Jérôme Lang, Piotr Krzysztof Skowron
Multi-Defender Strategic Filtering Against Spear-Phishing Attacks PDF
Aron Laszka, Jian Lou, Yevgeniy Vorobeychik
Counterfactual Regret Minimization in Sequential Security Games PDF
Viliam Lisy, Trevor Davis, Michael Bowling
Optimizing Trading Assignments in Water Right Markets PDF
Yicheng Liu, Pingzhong Tang, Tingting Xu, Hang Zheng
On the Complexity of mCP-nets PDF
Thomas Lukasiewicz, Enrico Malizia
Reinstating Combinatorial Protections for Manipulation and Bribery in Single-Peaked and Nearly Single-Peaked Electorates PDF
Vijay Menon, Kate Larson
Refining Subgames in Large Imperfect Information Games PDF
Matej Moravcik, Martin Schmid, Karel Ha, Milan Hladik, Stephen J. Gaukrodger
Complexity of Hedonic Games with Dichotomous Preferences PDF
Dominik Peters
Graphical Hedonic Games of Bounded Treewidth PDF
Dominik Peters
Preferences Single-Peaked on Nice Trees PDF
Dominik Peters, Edith Elkind
Fast Optimal Clearing of Capped-Chain Barter Exchanges PDF
Benjamin Plaut, John P. Dickerson, Tuomas Sandholm
Optimal Aggregation of Uncertain Preferences PDF
Ariel D. Procaccia, Nisarg Shah
False-Name-Proof Locations of Two Facilities: Economic and Algorithmic Approaches PDF
Akihisa Sonoda, Taiki Todo, Makoto Yokoo
Closeness Centrality for Networks with Overlapping Community Structure PDF
Mateusz K. Tarkowski, Piotr Szczepański, Talal Rahwan, Tomasz P. Michalak, Michael Wooldridge
Computing Rational Decisions In Extensive Games With Limited Foresight PDF
Paolo Turrini
Computing Optimal Monitoring Strategy for Detecting Terrorist Plots PDF
Zhen Wang, Yue Yin, Bo An
Quantitative Extensions of the Condorcet Jury Theorem with Strategic Agents PDF
Lirong Xia
Lift-Based Bidding in Ad Selection PDF
Jian Xu, Xuhui Shao, Jianjie Ma, Kuang-chih Lee, Hang Qi, Quan Lu
Optimizing Personalized Email Filtering Thresholds to Mitigate Sequential Spear Phishing Attacks PDF
Mengchen Zhao, Bo An, Christopher Kiekintveld

Technical Papers: Heuristic Search and Optimization

Unsupervised Feature Selection by Heuristic Search with Provable Bounds on Suboptimality PDF
Hiromasa Arai, Crystal Maung, Ke Xu, Haim Schweitzer
Tiebreaking Strategies for A* Search: How to Explore the Final Frontier PDF
Masataro Asai, Alex Fukunaga
CAPReS: Context Aware Persona Based Recommendation for Shoppers PDF
Joydeep Banerjee, Gurulingesh Raravi, Manoj Gupta, Sindhu K. Ernala, Shruti Kunde, Koustuv Dasgupta
Nested Monte Carlo Search for Two-Player Games PDF
Tristan Cazenave, Abdallah Saffidine, Michael Schofield, Michael Thielscher
Look-Ahead with Mini-Bucket Heuristics for MPE PDF
Rina Dechter, Kalev Kask, William Lam, Javier Larrosa
Solving the Station Repacking Problem PDF
Alexandre Fréchette, Neil Newman, Kevin Leyton-Brown
The Complexity Landscape of Decompositional Parameters for ILP PDF
Robert Ganian, Sebastian Ordyniak
Abstract Zobrist Hashing: An Efficient Work Distribution Method for Parallel Best-First Search PDF
Yuu Jinnai, Alex Fukunaga
Learning to Branch in Mixed Integer Programming PDF
Elias Boutros Khalil, Pierre Le Bodic, Le Song, George Nemhauser, Bistra Dilkina
Local Search for Hard SAT Formulas: The Strength of the Polynomial Law PDF
Sixue Liu, Periklis A. Papakonstantinou
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting PDF
Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan
Combining Bounding Boxes and JPS to Prune Grid Pathfinding PDF
Steve Rabin, Nathan R. Sturtevant
Fast ADMM Algorithm for Distributed Optimization with Adaptive Penalty PDF
Changkyu Song, Sejong Yoon, Vladimir Pavlovic
Towards Clause-Learning State Space Search: Learning to Recognize Dead-Ends PDF
Marcel Steinmetz, Joerg Hoffmann
Implementing Troubleshooting with Batch Repair PDF
Roni Stern, Meir Kalech, Hilla Shinitzky
A Combinatorial Search Perspective on Diverse Solution Generation PDF
Satya Gautam Vadlamudi, Subbarao Kambhampati
On the Completeness of Best-First Search Variants That Use Random Exploration PDF
Richard Anthony Valenzano, Fan Xie
DRIMUX: Dynamic Rumor Influence Minimization with User Experience in Social Networks PDF
Biao Wang, Ge Chen, Luoyi Fu, Li Song, Xinbing Wang, Xue Liu
Linearized Alternating Direction Method with Penalization for Nonconvex and Nonsmooth Optimization PDF
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
Two Efficient Local Search Algorithms for Maximum Weight Clique Problem PDF
Yiyuan Wang, Shaowei Cai, Minghao Yin
Relaxed Majorization-Minimization for Non-Smooth and Non-Convex Optimization PDF
Chen Xu, Zhouchen Lin, Zhenyu Zhao, Hongbin Zha
Submodular Optimization with Routing Constraints PDF
Haifeng Zhang, Yevgeniy Vorobeychik

Technical Papers: Human-Computation and Crowd Sourcing

Behavioral Experiments in Email Filter Evasion PDF
Liyiming Ke, Bo Li, Yevgeniy Vorobeychik

Technical Papers: Humans and AI

An Oral Exam for Measuring a Dialog System’s Capabilities PDF
David Cohen, Ian Lane
Intelligent Advice Provisioning for Repeated Interaction PDF
Priel Levy, David Sarne
A Deep Choice Model PDF
Makoto Otsuka, Takayuki Osogami
Personalized Alert Agent for Optimal User Performance PDF
Avraham Shvartzon, Amos Azaria, Sarit Kraus, Claudia V. Goldman, Joachim Meyer, Omer Tsimhoni

Technical Papers: Knowledge Representation and Reasoning

Minimizing User Involvement for Learning Human Mobility Patterns from Location Traces PDF
Basma Alharbi, Abdulhakim Qahtan, Xiangliang Zhang
Generating CP-Nets Uniformly at Random PDF
Thomas E. Allen, Judy Goldsmith, Hayden Elizabeth Justice, Nicholas Mattei, Kayla Raines
Boolean Functions with Ordered Domains in Answer Set Programming PDF
Mario Alviano, Wolfgang Faber, Hannes Strass
A Semantical Analysis of Second-Order Propositional Modal Logic PDF
Francesco Belardinelli, Wiebe van der Hoek
A First-Order Logic of Probability and Only Knowing in Unbounded Domains PDF
Vaishak Belle, Gerhard Lakemeyer, Hector Levesque
Explaining Inconsistency-Tolerant Query Answering over Description Logic Knowledge Bases PDF
Meghyn Bienvenu, Camille Bourgaux, François Goasdoué
Automated Verification and Tightening of Failure Propagation Models PDF
Benjamin Bittner, Marco Bozzano, Alessandro Cimatti, Gianni Zampedri
A Comparative Study of Ranking-Based Semantics for Abstract Argumentation PDF
Elise Bonzon, Jérôme Delobelle, Sébastien Konieczny, Nicolas Maudet
Beyond OWL 2 QL in OBDA: Rewritings and Approximations PDF
Elena Botoeva, Diego Calvanese, Valerio Santarelli, Domenico Fabio Savo, Alessandro Solimando, Guohui Xiao
SDDs Are Exponentially More Succinct than OBDDs PDF
Simone Bova
On the Containment of SPARQL Queries under Entailment Regimes PDF
Melisachew Wudage Chekol
Logical Foundations of Privacy-Preserving Publishing of Linked Data PDF
Bernardo Cuenca Grau, Egor V. Kostylev
Verifying ConGolog Programs on Bounded Situation Calculus Theories PDF
Giuseppe De Giacomo, Yves Lespérance, Fabio Patrizi, Sebastian Sardina
Qualitative Spatio-Temporal Stream Reasoning with Unobservable Intertemporal Spatial Relations Using Landmarks PDF
Daniel de Leng, Fredrik Heintz
Using Decomposition-Parameters for QBF: Mind the Prefix! PDF
Eduart Eiben, Robert Ganian, Sebastian Ordyniak
The Complexity of LTL on Finite Traces: Hard and Easy Fragments PDF
Valeria Fionda, Gianluigi Greco
SAT-to-SAT: Declarative Extension of SAT Solvers with New Propagators PDF
Tomi Janhunen, Shahab Tasharrofi, Eugenia Ternovska
Knowledge Graph Completion with Adaptive Sparse Transfer Matrix PDF
Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao
Locally Adaptive Translation for Knowledge Graph Embedding PDF
Yantao Jia, Yuanzhuo Wang, Hailun Lin, Xiaolong Jin, Xueqi Cheng
Learning Abductive Reasoning Using Random Examples PDF
Brendan Juba
A Model for Learning Description Logic Ontologies Based on Exact Learning PDF
Boris Konev, Ana Ozaki, Frank Wolter
Agenda Separability in Judgment Aggregation PDF
Jérôme Lang, Marija Slavkovik, Srdjan Vesic
Basic Probabilistic Ontological Data Exchange with Existential Rules PDF
Thomas Lukasiewicz, Maria Vanina Martinez, Livia Predoiu, Gerardo I. Simari
Resistance to Corruption of Strategic Argumentation PDF
Michael J. Maher
Causal Explanation Under Indeterminism: A Sampling Approach PDF
Christopher A. Merck, Samantha Kleinberg
'Knowing Whether' in Proper Epistemic Knowledge Bases PDF
Tim Miller, Paolo Felli, Christian Muise, Adrian Pearce, Liz Sonenberg
Ontology-Mediated Queries for NOSQL Databases PDF
Marie-Laure Mugnier, Marie-Christine Rousset, Federico Ulliana
Zero-Suppressed Sentential Decision Diagrams PDF
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata
Scalable Training of Markov Logic Networks Using Approximate Counting PDF
Somdeb Sarkhel, Deepak Venugopal, Tuan Anh Pham, Parag Singla, Vibhav Gogate
Metaphysics of Planning Domain Descriptions PDF
Siddharth Srivastava, Stuart Russell, Alessandro Pinto
Expressive Recommender Systems through Normalized Nonnegative Models PDF
Cyril J. Stark
Complexity Results and Algorithms for Extension Enforcement in Abstract Argumentation PDF
Johannes P. Wallner, Andreas Niskanen, Matti Järvisalo
Query Answering with Inconsistent Existential Rules under Stable Model Semantics PDF
Hai Wan, Heng Zhang, Peng Xiao, Haoran Huang, Yan Zhang
Affinity Preserving Quantization for Hashing: A Vector Quantization Approach to Learning Compact Binary Codes PDF
Zhe Wang, Ling-Yu Duan, Tiejun Huang, Gao Wen
Decidable Verification of Golog Programs over Non-Local Effect Actions PDF
Benjamin Zarrieß, Jens Claßen
Mapping Action Language BC to Logic Programs: A Characterization by Postulates PDF
Haodi Zhang, Fangzhen Lin

Technical Papers: Machine Learning Applications

On the Performance of GoogLeNet and AlexNet Applied to Sketches PDF
Pedro Ballester, Ricardo Matsumura Araujo
Bayesian Inference of Recursive Sequences of Group Activities from Tracks PDF
Ernesto Brau, Colin Dawson, Alfredo Carrillo, David Sidi, Clayton T. Morrison
Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer PDF
Liujuan Cao, Rongrong Ji, Cheng Wang, Jonathan Li
Deep Neural Networks for Learning Graph Representations PDF
Shaosheng Cao, Wei Lu, Qiongkai Xu
Discriminative Nonparametric Latent Feature Relational Models with Data Augmentation PDF
Bei Chen, Ning Chen, Jun Zhu, Jiaming Song, Bo Zhang
Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks PDF
Hao Chen, Qi Dou, Xi Wang, Jing Qin, Pheng Ann Heng
Deep Contextual Networks for Neuronal Structure Segmentation PDF
Hao Chen, Xiao Juan Qi, Jie Zhi Cheng, Pheng Ann Heng
Seeing the Unseen Network: Inferring Hidden Social Ties from Respondent-Driven Sampling PDF
Lin Chen, Forrest W. Crawford, Amin Karbasi
Robust Multi-View Subspace Learning through Dual Low-Rank Decompositions PDF
Zhengming Ding, Yun Fu
Graph-without-cut: An Ideal Graph Learning for Image Segmentation PDF
Lianli Gao, Jingkuan Song, Feiping Nie, Fuhao Zou, Nicu Sebe, Heng Tao Shen
MOOCs Meet Measurement Theory: A Topic-Modelling Approach PDF
Jiazhen He, Benjamin I. P. Rubinstein, James Bailey, Rui Zhang, Sandra Milligan, Jeffrey Chan
Creating Images by Learning Image Semantics Using Vector Space Models PDF
Derrall Heath, Dan Ventura
Efficient Learning of Timeseries Shapelets PDF
Lu Hou, James T. Kwok, Jacek M. Zurada
Learning to Appreciate the Aesthetic Effects of Clothing PDF
Jia Jia, Jie Huang, Guangyao Shen, Tao He, Zhiyuan Liu, Huanbo Luan, Chao Yan
Consensus Style Centralizing Auto-Encoder for Weak Style Classification PDF
Shuhui Jiang, Ming Shao, Chengcheng Jia, Yun Fu
Column Sampling Based Discrete Supervised Hashing PDF
Wang-Cheng Kang, Wu-Jun Li, Zhi-Hua Zhou
A Framework for Outlier Description Using Constraint Programming PDF
Chia-Tung Kuo, Ian Davidson
Random Mixed Field Model for Mixed-Attribute Data Restoration PDF
Qiang Li, Wei Bian, Richard Yi Da Xu, Jane You, Dacheng Tao
Learning with Marginalized Corrupted Features and Labels Together PDF
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang
Towards Optimal Binary Code Learning via Ordinal Embedding PDF
Hong Liu, Rongrong Ji, Yongjian Wu, Wei Liu
Recognizing Complex Activities by a Probabilistic Interval-Based Model PDF
Li Liu, Li Cheng, Ye Liu, Yongpo Jia, David S. Rosenblum
Learning Adaptive Forecasting Models from Irregularly Sampled Multivariate Clinical Data PDF
Zitao Liu, Milos Hauskrecht
Deep Learning for Algorithm Portfolios PDF
Andrea Loreggia, Yuri Malitsky, Horst Samulowitz, Vijay Saraswat
Convolutional Neural Networks over Tree Structures for Programming Language Processing PDF
Lili Mou, Ge Li, Lu Zhang, Tao Wang, Zhi Jin
Learning Tractable Probabilistic Models for Fault Localization PDF
Aniruddh Nath, Pedro Domingos
Unsupervised Feature Selection with Structured Graph Optimization PDF
Feiping Nie, Wei Zhu, Xuelong Li
Differential Privacy Preservation for Deep Auto-Encoders: an Application of Human Behavior Prediction PDF
NhatHai Phan, Yue Wang, Xintao Wu, Dejing Dou
Privacy-CNH: A Framework to Detect Photo Privacy with Convolutional Neural Network using Hierarchical Features PDF
Lam Tran, Deguang Kong, Hongxia Jin, Ji Liu
Drosophila Gene Expression Pattern Annotations via Multi-Instance Biological Relevance Learning PDF
Hua Wang, Cheng Deng, Hao Zhang, Xinbo Gao, Heng Huang
Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization PDF
Xin Wang, Roger Donaldson, Christopher Nell, Peter Gorniak, Martin Ester, Jiajun Bu
Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning PDF
Ying Wei, Yin Zhu, Cane Wing-ki Leung, Yangqiu Song, Qiang Yang
Exploiting an Oracle That Reports AUC Scores in Machine Learning Contests PDF
Jacob Whitehill
Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors PDF
Nannan Wu, Feng Chen, Jianxin Li, Baojian Zhou, Naren Ramakrishnan
Factorization Ranking Model for Move Prediction in the Game of Go PDF
Chenjun Xiao, Martin Müller
Joint Multi-View Representation Learning and Image Tagging PDF
Zhe Xue, Guorong Li, Qingming Huang
Learning Deep Convolutional Neural Networks for X-Ray Protein Crystallization Image Analysis PDF
Margot Lisa-Jing Yann, Yichuan Tang
Linear Submodular Bandits with a Knapsack Constraint PDF
Baosheng Yu, Meng Fang, Dacheng Tao
Submodular Asymmetric Feature Selection in Cascade Object Detection PDF
Baosheng Yu, Meng Fang, Dacheng Tao, Jie Yin
Semisupervised Autoencoder for Sentiment Analysis PDF
Shuangfei Zhai, Zhongfei (Mark) Zhang
Simultaneous Feature and Sample Reduction for Image-Set Classification PDF
Man Zhang, Ran He, Dong Cao, Zhenan Sun, Tieniu Tan
Collective Noise Contrastive Estimation for Policy Transfer Learning PDF
Weinan Zhang, Ulrich Paquet, Katja Hofmann
Learning a Hybrid Architecture for Sequence Regression and Annotation PDF
Yizhe Zhang, Ricardo Henao, Lawrence Carin, Jianling Zhong, Alexander Hartemink
Pose-Dependent Low-Rank Embedding for Head Pose Estimation PDF
Handong Zhao, Zhengming Ding, Yun Fu
Cold-Start Heterogeneous-Device Wireless Localization PDF
Vincent W. Zheng, Hong Cao, Shenghua Gao, Aditi Adhikari, Miao Lin, Kevin Chen-Chuan Chang
Tracking Idea Flows between Social Groups PDF
Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song
Fast Hybrid Algorithm for Big Matrix Recovery PDF
Tengfei Zhou, Hui Qian, Zebang Shen, Congfu Xu

Technical Papers: Machine Learning Methods

Data Poisoning Attacks against Autoregressive Models PDF
Scott Alfeld, Xiaojin Zhu, Paul Barford
Approximate K-Means++ in Sublinear Time PDF
Olivier Bachem, Mario Lucic, S. Hamed Hassani, Andreas Krause
Incremental Stochastic Factorization for Online Reinforcement Learning PDF
Andre M. S. Barreto, Rafael L. Beirigo, Joelle Pineau, Doina Precup
Increasing the Action Gap: New Operators for Reinforcement Learning PDF
Marc G. Bellemare, Georg Ostrovski, Arthur Guez, Philip S. Thomas, Remi Munos
Decoding Hidden Markov Models Faster Than Viterbi Via Online Matrix-Vector (max, +)-Multiplication PDF
Massimo Cairo, Gabriele Farina, Romeo Rizzi
Maximum Margin Dirichlet Process Mixtures for Clustering PDF
Gang Chen, Haiying Zhang, Caiming Xiong
Progressive EM for Latent Tree Models and Hierarchical Topic Detection PDF
Peixian Chen, Nevin L. Zhang, Leonard K. M. Poon, Zhourong Chen
Knowledge Transfer with Interactive Learning of Semantic Relationships PDF
Jonghyun Choi, Sung Ju Hwang, Leonid Sigal, Larry S. Davis
Robustness of Bayesian Pool-Based Active Learning Against Prior Misspecification PDF
Nguyen Viet Cuong, Nan Ye, Wee Sun Lee
Learning Step Size Controllers for Robust Neural Network Training PDF
Christian Daniel, Jonathan Taylor, Sebastian Nowozin
Reconstructing Hidden Permutations Using the Average-Precision (AP) Correlation Statistic PDF
Lorenzo De Stefani, Alessandro Epasto, Eli Upfal, Fabio Vandin
Generalised Brown Clustering and Roll-Up Feature Generation PDF
Leon Derczynski, Sean Chester
Random Composite Forests PDF
Giulia DeSalvo, Mehryar Mohri
The Ostomachion Process PDF
Xuhui Fan, Bin Li, Yi Wang, Yang Wang, Fang Chen
Indexable Probabilistic Matrix Factorization for Maximum Inner Product Search PDF
Marco Fraccaro, Ulrich Paquet, Ole Winther
Fast Lasso Algorithm via Selective Coordinate Descent PDF
Yasuhiro Fujiwara, Yasutoshi Ida, Hiroaki Shiokawa, Sotetsu Iwamura
Group and Graph Joint Sparsity for Linked Data Classification PDF
Longwen Gao, Shuigeng Zhou
Risk Minimization in the Presence of Label Noise PDF
Wei Gao, Lu Wang, Yu-Feng li, Zhi-Hua Zhou
Decentralized Approximate Bayesian Inference for Distributed Sensor Network PDF
Behnam Gholami, Sejong Yoon, Vladimir Pavlovic
Assumed Density Filtering Methods for Learning Bayesian Neural Networks PDF
Soumya Ghosh, Francesco Maria Delle Fave, Jonathan Yedidia
Extending the Modelling Capacity of Gaussian Conditional Random Fields while Learning Faster PDF
Jesse Glass, Mohamed Ghalwash, Milan Vukicevic, Zoran Obradovic
Uncertainty Propagation in Long-Term Structured Regression on Evolving Networks PDF
Djordje Gligorijevic, Jelena Stojanovic, Zoran Obradovic
Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation PDF
Chen Gong, Dacheng Tao, Jie Yang, Wei Liu
Discriminative Analysis Dictionary Learning PDF
Jun Guo, Yanqing Guo, Xiangwei Kong, Man Zhang, Ran He
Active Learning with Cross-Class Knowledge Transfer PDF
Yuchen Guo, Guiguang Ding, Yuqi Wang, Xiaoming Jin
Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis PDF
Assaf Hallak, Aviv Tamar, Remi Munos, Shie Mannor
Multi-Stage Multi-Task Learning with Reduced Rank PDF
Lei Han, Yu Zhang
Reduction Techniques for Graph-Based Convex Clustering PDF
Lei Han, Yu Zhang
SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream PDF
Ahsanul Haque, Latifur Khan, Michael Baron
Flattening the Density Gradient for Eliminating Spatial Centrality to Reduce Hubness PDF
Kazuo Hara, Ikumi Suzuki, Kei Kobayashi, Kenji Fukumizu, Milos Radovanovic
Discriminative Vanishing Component Analysis PDF
Chenping Hou, Feiping Nie, Dacheng Tao
Common and Discriminative Subspace Kernel-Based Multiblock Tensor Partial Least Squares Regression PDF
Ming Hou, Qibin Zhao, Brahim Chaib-draa, Andrzej Cichocki
Multi-Label Manifold Learning PDF
Peng Hou, Xin Geng, Min-Ling Zhang
Optimal Discrete Matrix Completion PDF
Zhouyuan Huo, Ji Liu, Heng Huang
Conservativeness of Untied Auto-Encoders PDF
Daniel Jiwoong Im, Mohamed Ishmael Belghazi, Roland Memisevic
Infinite Plaid Models for Infinite Bi-Clustering PDF
Katsuhiko Ishiguro, Issei Sato, Masahiro Nakano, Akisato Kimura, Naonori Ueda
Improving Predictive State Representations via Gradient Descent PDF
Nan Jiang, Alex Kulesza, Satinder Singh
A Probabilistic Approach to Knowledge Translation PDF
Shangpu Jiang, Daniel Lowd, Dejing Dou
The l2,1-Norm Stacked Robust Autoencoders for Domain Adaptation PDF
Wenhao Jiang, Hongchang Gao, Fu-lai Chung, Heng Huang
Wishart Mechanism for Differentially Private Principal Components Analysis PDF
Wuxuan Jiang, Cong Xie, Zhihua Zhang
Deep Learning with S-Shaped Rectified Linear Activation Units PDF
Xiaojie Jin, Chunyan Xu, Jiashi Feng, Yunchao Wei, Junjun Xiong, Shuicheng Yan
Delay-Tolerant Online Convex Optimization: Unified Analysis and Adaptive-Gradient Algorithms PDF
Pooria Joulani, Andras Gyorgy, Csaba Szepesvari
Shakeout: A New Regularized Deep Neural Network Training Scheme PDF
Guoliang Kang, Jun Li, Dacheng Tao
Bounded Optimal Exploration in MDP PDF
Kenji Kawaguchi
Uncorrelated Group LASSO PDF
Deguang Kong, Ji Liu, Bo Liu, Xuan Bao
Learning Future Classifiers without Additional Data PDF
Atsutoshi Kumagai, Tomoharu Iwata
Compressed Conditional Mean Embeddings for Model-Based Reinforcement Learning PDF
Guy Lever, John Shawe-Taylor, Ronnie Stafford, Csaba Szepesvari
Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks PDF
Chunyuan Li, Changyou Chen, David Carlson, Lawrence Carin
High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models PDF
Chunyuan Li, Changyou Chen, Kai Fan, Lawrence Carin
Multi-Objective Self-Paced Learning PDF
Hao Li, Maoguo Gong, Deyu Meng, Qiguang Miao
Scalable Sequential Spectral Clustering PDF
Yeqing Li, Junzhou Huang, Wei Liu
Towards Safe Semi-Supervised Learning for Multivariate Performance Measures PDF
Yu-Feng Li, James T. Kwok, Zhi-Hua Zhou
Accelerating Random Kaczmarz Algorithm Based on Clustering Information PDF
Yujun Li, Kaichun Mo, Haishan Ye
Fast and Accurate Refined Nyström-Based Kernel SVM PDF
Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin
How Important Is Weight Symmetry in Backpropagation? PDF
Qianli Liao, Joel Z. Leibo, Tomaso Poggio
Re-Active Learning: Active Learning with Relabeling PDF
Christopher H. Lin, M Mausam, Daniel S. Weld
Interaction Point Processes via Infinite Branching Model PDF
Peng Lin, Bang Zhang, Ting Guo, Yang Wang, Fang Chen
Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond PDF
Chun Kai Ling, Kian Hsiang Low, Patrick Jaillet
Online ARIMA Algorithms for Time Series Prediction PDF
Chenghao Liu, Steven C.H. Hoi, Peilin Zhao, Jianling Sun
Consensus Guided Unsupervised Feature Selection PDF
Hongfu Liu, Ming Shao, Yun Fu
Sparse Perceptron Decision Tree for Millions of Dimensions PDF
Weiwei Liu, Ivor W. Tsang
Multiple Kernel k-Means Clustering with Matrix-Induced Regularization PDF
Xinwang Liu, Yong Dou, Jianping Yin, Lei Wang, En Zhu
Finding One's Best Crowd: Online Learning By Exploiting Source Similarity PDF
Yang Liu, Mingyan Liu
Learning FRAME Models Using CNN Filters PDF
Yang Lu, Song-Chun Zhu, Ying Nian Wu
Sparse Latent Space Policy Search PDF
Kevin Sebastian Luck, Joni Pajarinen, Erik Berger, Ville Kyrki, Heni Ben Amor
Expected Tensor Decomposition with Stochastic Gradient Descent PDF
Takanori Maehara, Kohei Hayashi, Ken-ichi Kawarabayashi
Offline Evaluation of Online Reinforcement Learning Algorithms PDF
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović
Reinforcement Learning with Parameterized Actions PDF
Warwick Masson, Pravesh Ranchod, George Konidaris
Fixed-Rank Supervised Metric Learning on Riemannian Manifold PDF
Yadong Mu
All-in Text: Learning Document, Label, and Word Representations Jointly PDF
Jinseok Nam, Eneldo Loza Mencía, Johannes Fürnkranz
Holographic Embeddings of Knowledge Graphs PDF
Maximilian Nickel, Lorenzo Rosasco, Tomaso Poggio
New l1-Norm Relaxations and Optimizations for Graph Clustering PDF
Feiping Nie, Hua Wang, Cheng Deng, Xinbo Gao, Xuelong Li, Heng Huang
The Constrained Laplacian Rank Algorithm for Graph-Based Clustering PDF
Feiping Nie, Xiaoqian Wang, Michael I. Jordan, Heng Huang
Efficient PAC-Optimal Exploration in Concurrent, Continuous State MDPs with Delayed Updates PDF
Jason Pazis, Ronald Parr
Viral Clustering: A Robust Method to Extract Structures in Heterogeneous Datasets PDF
Vahan Petrosyan, Alexandre Proutiere
Inverse Reinforcement Learning through Policy Gradient Minimization PDF
Matteo Pirotta, Marcello Restelli
Scaling Simultaneous Optimistic Optimization for High-Dimensional Non-Convex Functions with Low Effective Dimensions PDF
Hong Qian, Yang Yu
Selecting Near-Optimal Learners via Incremental Data Allocation PDF
Ashish Sabharwal, Horst Samulowitz, Gerald Tesauro
Scalable Algorithms for Tractable Schatten Quasi-Norm Minimization PDF
Fanhua Shang, Yuanyuan Liu, James Cheng
Spectral Bisection Tree Guided Deep Adaptive Exemplar Autoencoder for Unsupervised Domain Adaptation PDF
Ming Shao, Zhengming Ding, Handong Zhao, Yun Fu
Metric Learning for Ordinal Data PDF
Yuan Shi, Wenzhe Li, Fei Sha
Noisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization PDF
Adish Singla, Sebastian Tschiatschek, Andreas Krause
Bayesian Matrix Completion via Adaptive Relaxed Spectral Regularization PDF
Yang Song, Jun Zhu
Marginalized Continuous Time Bayesian Networks for Network Reconstruction from Incomplete Observations PDF
Lukas Studer, Loic Paulevé, Christoph Zechner, Matthias Reumann, María Rodríguez Martínez, Heinz Koeppl
Return of Frustratingly Easy Domain Adaptation PDF
Baochen Sun, Jiashi Feng, Kate Saenko
On the Depth of Deep Neural Networks: A Theoretical View PDF
Shizhao Sun, Wei Chen, Liwei Wang, Xiaoguang Liu, Tie-Yan Liu
Linear-Time Learning on Distributions with Approximate Kernel Embeddings PDF
Dougal J. Sutherland, Junier B. Oliva, Barnabás Póczos, Jeff Schneider
Learning Sparse Confidence-Weighted Classifier on Very High Dimensional Data PDF
Mingkui Tan, Yan Yan, Li Wang, Anton Van Den Hengel, Ivor W. Tsang, Qinfeng (Javen) Shi
Algorithms for Differentially Private Multi-Armed Bandits PDF
Aristide C. Y. Tossou, Christos Dimitrakakis
Deep Reinforcement Learning with Double Q-Learning PDF
Hado van Hasselt, Arthur Guez, David Silver
Online Instrumental Variable Regression with Applications to Online Linear System Identification PDF
Arun Venkatraman, Wen Sun, Martial Hebert, J. Andrew Bagnell, Byron Boots
The Hidden Convexity of Spectral Clustering PDF
James Voss, Mikhail Belkin, Luis Rademacher
Multitask Generalized Eigenvalue Program PDF
Boyu Wang, Joelle Pineau, Borja Balle
Product Grassmann Manifold Representation and Its LRR Models PDF
Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin
Text Classification with Heterogeneous Information Network Kernels PDF
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
Semi-Supervised Dictionary Learning via Structural Sparse Preserving PDF
Di Wang, Xiaoqin Zhang, Mingyu Fan, Xiuzi Ye
Relational Knowledge Transfer for Zero-Shot Learning PDF
Donghui Wang, Yanan Li, Yuetan Lin, Yueting Zhuang
Optimizing Multivariate Performance Measures from Multi-View Data PDF
Jim Jing-Yan Wang, Ivor Wai-Hung Tsang, Xin Gao
An Efficient Time Series Subsequence Pattern Mining and Prediction Framework with an Application to Respiratory Motion Prediction PDF
Shouyi Wang, Kinming Kam, Cao Xiao, Stephen Bowen, Wanpracha Art Chaovalitwongse
Co-Regularized PLSA for Multi-Modal Learning PDF
Xin Wang, MingChing Chang, Yiming Ying, Siwei Lyu
Toward a Better Understanding of Deep Neural Network Based Acoustic Modelling: An Empirical Investigation PDF
Xingfu Wang, Lin Wang, Jing Chen, Litao Wu
Noise-Adaptive Margin-Based Active Learning and Lower Bounds under Tsybakov Noise Condition PDF
Yining Wang, Aarti Singh
Learning by Transferring from Unsupervised Universal Sources PDF
Yu-Xiong Wang, Martial Hebert
Learning Deep ℓ0 Encoders PDF
Zhangyang Wang, Qing Ling, Thomas S. Huang
Adaptive Normalized Risk-Averting Training for Deep Neural Networks PDF
Zhiguang Wang, Tim Oates, James Lo
Nonlinear Feature Extraction with Max-Margin Data Shifting PDF
Jianqiao Wangni, Ning Chen
Unsupervised Feature Selection on Networks: A Generative View PDF
Xiaokai Wei, Bokai Cao, Philip S. Yu
Model-Free Preference-Based Reinforcement Learning PDF
Christian Wirth, Johannes Fürnkranz, Gerhard Neumann
Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning PDF
Baoyuan Wu, Siwei Lyu, Bernard Ghanem
Representing Sets of Instances for Visual Recognition PDF
Jianxin Wu, Bin-Bin Gao, Guoqing Liu
Robust Semi-Supervised Learning through Label Aggregation PDF
Yan Yan, Zhongwen Xu, Ivor W. Tsang, Guodong Long, Yi Yang
Analysis-Synthesis Dictionary Learning for Universality-Particularity Representation Based Classification PDF
Meng Yang, Weiyang Liu, Weixin Luo, Linlin Shen
Efficient Average Reward Reinforcement Learning Using Constant Shifting Values PDF
Shangdong Yang, Yang Gao, Bo An, Hao Wang, Xingguo Chen
Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach PDF
Shuo Yang, Tushar Khot, Kristian Kersting, Sriraam Natarajan
Instance Specific Metric Subspace Learning: A Bayesian Approach PDF
Han-Jia Ye, De-Chuan Zhan, Yuan Jiang
Scalable Completion of Nonnegative Matrix with Separable Structure PDF
Xiyu Yu, Wei Bian, Dacheng Tao
Derivative-Free Optimization via Classification PDF
Yang Yu, Hong Qian, Yi-Qi Hu
On Order-Constrained Transitive Distance Clustering PDF
Zhiding Yu, Weiyang Liu, Wenbo Liu, Yingzhen Yang, Ming Li, B. V. K. Vijaya Kumar
A Proximal Alternating Direction Method for Semi-Definite Rank Minimization PDF
Ganzhao Yuan, Bernard Ghanem
Learning Expected Hitting Time Distance PDF
De-Chuan Zhan, Peng Hu, Zui Chu, Zhi-Hua Zhou
Stochastic Optimization for Kernel PCA PDF
Lijun Zhang, Tianbao Yang, Jinfeng Yi, Rong Jin, Zhi-Hua Zhou
Asynchronous Distributed Semi-Stochastic Gradient Optimization PDF
Ruiliang Zhang, Shuai Zheng, James T. Kwok
An Alternating Proximal Splitting Method with Global Convergence for Nonconvex Structured Sparsity Optimization PDF
Shubao Zhang, Hui Qian, Xiaojin Gong
Accelerated Sparse Linear Regression via Random Projection PDF
Weizhong Zhang, Lijun Zhang, Rong Jin, Deng Cai, Xiaofei He
Large-Scale Graph-Based Semi-Supervised Learning via Tree Laplacian Solver PDF
Yan-Ming Zhang, Xu-Yao Zhang, Xiao-Tong Yuan, Cheng-Lin Liu
Near-Optimal Active Learning of Multi-Output Gaussian Processes PDF
Yehong Zhang, Trong Nghia Hoang, Kian Hsiang Low, Mohan Kankanhalli
Multi-Domain Active Learning for Recommendation PDF
Zihan Zhang, Xiaoming Jin, Lianghao Li, Guiguang Ding, Qiang Yang
On the Differential Privacy of Bayesian Inference PDF
Zuhe Zhang, Benjamin I. P. Rubinstein, Christos Dimitrakakis
A Scalable and Extensible Framework for Superposition-Structured Models PDF
Shenjian Zhao, Cong Xie, Zhihua Zhang
Fast Asynchronous Parallel Stochastic Gradient Descent: A Lock-Free Approach with Convergence Guarantee PDF
Shen-Yi Zhao, Wu-Jun Li
DinTucker: Scaling Up Gaussian Process Models on Large Multidimensional Arrays PDF
Shandian Zhe, Yuan Qi, Youngja Park, Zenglin Xu, Ian Molloy, Suresh Chari
Fast Nonsmooth Regularized Risk Minimization with Continuation PDF
Shuai Zheng, Ruiliang Zhang, James T. Kwok
Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction PDF
Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Shen-Shyang Ho
Veto-Consensus Multiple Kernel Learning PDF
Yuxun Zhou, Ninghang Hu, Costas J. Spanos
Deep Hashing Network for Efficient Similarity Retrieval PDF
Han Zhu, Mingsheng Long, Jianmin Wang, Yue Cao
Coupled Dictionary Learning for Unsupervised Feature Selection PDF
Pengfei Zhu, Qinghua Hu, Changqing Zhang, Wangmeng Zuo
Stochastic Parallel Block Coordinate Descent for Large-Scale Saddle Point Problems PDF
Zhanxing Zhu, Amos J. Storkey

Technical Papers: Multiagent Systems

Temporal Vaccination Games under Resource Constraints PDF
Abhijin Adiga, Anil Vullikanti
Detection of Plan Deviation in Multi-Agent Systems PDF
Bikramjit Banerjee, Steven Loscalzo, Daniel Lucas Thompson
Complexity of Shift Bribery in Committee Elections PDF
Robert Bredereck, Piotr Faliszewski, Rolf Niedermeier, Nimrod Talmon
Global Model Checking on Pushdown Multi-Agent Systems PDF
Taolue Chen, Fu Song, Zhilin Wu
Frugal Bribery in Voting PDF
Palash Dey, Neeldhara Misra, Y. Narahari
Target Surveillance in Adversarial Environments Using POMDPs PDF
Maxim Egorov, Mykel J. Kochenderfer, Jaak J. Uudmae
Multi-Variable Agents Decomposition for DCOPs PDF
Ferdinando Fioretto, William Yeoh, Enrico Pontelli
Implicit Coordination in Crowded Multi-Agent Navigation PDF
Julio Erasmo Godoy, Ioannis Karamouzas, Stephen J. Guy, Maria Gini
Emergence of Social Punishment and Cooperation through Prior Commitments PDF
The Anh Han
Efficient Computation of Emergent Equilibrium in Agent-Based Simulation PDF
Zehong Hu, Meng Sha, Moath Jarrah, Jie Zhang, Hui Xi
Strengthening Agents Strategic Ability with Communication PDF
Xiaowei Huang, Qingliang Chen, Kaile Su
Model Checking Probabilistic Knowledge: A PSPACE Case PDF
Xiaowei Huang, Marta Kwiatkowska
Learning for Decentralized Control of Multiagent Systems in Large, Partially-Observable Stochastic Environments PDF
Miao Liu, Christopher Amato, Emily P. Anesta, John Daniel Griffith, Jonathan P How
Bayesian Learning of Other Agents' Finite Controllers for Interactive POMDPs PDF
Alessandro Panella, Piotr Gmytrasiewicz
Exploiting Anonymity in Approximate Linear Programming: Scaling to Large Multiagent MDPs PDF
Philipp Robbel, Frans A. Oliehoek, Mykel J. Kochenderfer
ConTaCT: Deciding to Communicate during Time-Critical Collaborative Tasks in Unknown, Deterministic Domains PDF
Vaibhav V. Unhelkar, Julie A. Shah
Is It Harmful When Advisors Only Pretend to Be Honest? PDF
Dongxia Wang, Tim Muller, Jie Zhang, Yang Liu
Robust Execution of BDI Agent Programs by Exploiting Synergies Between Intentions PDF
Yuan Yao, Brian Logan, John Thangarajah

Technical Papers: NLP and Knowledge Representation

Short Text Representation for Detecting Churn in Microblogs PDF
Hadi Amiri, Hal Daume III
Topic Concentration in Query Focused Summarization Datasets PDF
Tal Baumel, Raphael Cohen, Michael Elhadad
Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions PDF
Peter Clark, Oren Etzioni, Tushar Khot, Ashish Sabharwal, Oyvind Tafjord, Peter Turney, Daniel Khashabi
Verb Pattern: A Probabilistic Semantic Representation on Verbs PDF
Wanyun Cui, Xiyou Zhou, Hangyu Lin, Yanghua Xiao, Haixun Wang, Seung-won Hwang, Wei Wang
ExTaSem! Extending, Taxonomizing and Semantifying Domain Terminologies PDF
Luis Espinosa-Anke, Horacio Saggion, Francesco Ronzano, Roberto Navigli
A Unified Bayesian Model of Scripts, Frames and Language PDF
Francis Ferraro, Benjamin Van Durme
Single or Multiple? Combining Word Representations Independently Learned from Text and WordNet PDF
Josu Goikoetxea, Eneko Agirre, Aitor Soroa
Representing Verbs as Argument Concepts PDF
Yu Gong, Kaiqi Zhao, Kenny Qili Zhu
A Generative Model of Words and Relationships from Multiple Sources PDF
Stephanie L. Hyland, Theofanis Karaletsos, Gunnar Rätsch
Agreement on Target-Bidirectional LSTMs for Sequence-to-Sequence Learning PDF
Lemao Liu, Andrew Finch, Masao Utiyama, Eiichiro Sumita
Fine-Grained Semantic Conceptualization of FrameNet PDF
Jin-woo Park, Seung-won Hwang, Haixun Wang
Dependency Tree Representations of Predicate-Argument Structures PDF
Likun Qiu, Yue Zhang, Meishan Zhang
Complementing Semantic Roles with Temporally Anchored Spatial Knowledge: Crowdsourced Annotations and Experiments PDF
Alakananda Vempala, Eduardo Blanco
Representation Learning of Knowledge Graphs with Entity Descriptions PDF
Ruobing Xie, Zhiyuan Liu, Jia Jia, Huanbo Luan, Maosong Sun
Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter PDF
Chen Xing, Yuan Wang, Jie Liu, Yalou Huang, Wei-Ying Ma
PEAK: Pyramid Evaluation via Automated Knowledge Extraction PDF
Qian Yang, Rebecca J. Passonneau, Gerard de Melo

Technical Papers: NLP and Machine Learning

Instructable Intelligent Personal Agent PDF
Amos Azaria, Jayant Krishnamurthy, Tom M. Mitchell
Joint Word Representation Learning Using a Corpus and a Semantic Lexicon PDF
Danushka Bollegala, Mohammed Alsuhaibani, Takanori Maehara, Ken-ichi Kawarabayashi
Ask, and Shall You Receive? Understanding Desire Fulfillment in Natural Language Text PDF
Snigdha Chaturvedi, Dan Goldwasser, Hal Daume III
Modeling Evolving Relationships Between Characters in Literary Novels PDF
Snigdha Chaturvedi, Shashank Srivastava, Hal Daume III, Chris Dyer
Jointly Modeling Topics and Intents with Global Order Structure PDF
Bei Chen, Jun Zhu, Nan Yang, Tian Tian, Ming Zhou, Bo Zhang
Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text PDF
Sahil Garg, Aram Galstyan, Ulf Hermjakob, Daniel Marcu
What Happens Next? Event Prediction Using a Compositional Neural Network Model PDF
Mark Granroth-Wilding, Stephen Clark
A Representation Learning Framework for Multi-Source Transfer Parsing PDF
Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu
Character-Aware Neural Language Models PDF
Yoon Kim, Yacine Jernite, David Sontag, Alexander M. Rush
Implicit Discourse Relation Classification via Multi-Task Neural Networks PDF
Yang Liu, Sujian Li, Xiaodong Zhang, Zhifang Sui
Convolution Kernels for Discriminative Learning from Streaming Text PDF
Michal Lukasik, Trevor Cohn
Numerical Relation Extraction with Minimal Supervision PDF
Aman Madaan, Ashish Mittal, . Mausam, Ganesh Ramakrishnan, Sunita Sarawagi
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences PDF
Hongyuan Mei, Mohit Bansal, Matthew R. Walter
Addressing a Question Answering Challenge by Combining Statistical Methods with Inductive Rule Learning and Reasoning PDF
Arindam Mitra, Chitta Baral
Siamese Recurrent Architectures for Learning Sentence Similarity PDF
Jonas Mueller, Aditya Thyagarajan
Text Matching as Image Recognition PDF
Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Shengxian Wan, Xueqi Cheng
Learning Statistical Scripts with LSTM Recurrent Neural Networks PDF
Karl Pichotta, Raymond J. Mooney
Inferring Interpersonal Relations in Narrative Summaries PDF
Shashank Srivastava, Snigdha Chaturvedi, Tom Mitchell
Evaluation of Semantic Dependency Labeling Across Domains PDF
Svetlana Stoyanchev, Amanda Stent, Srinivas Bangalore
Inside Out: Two Jointly Predictive Models for Word Representations and Phrase Representations PDF
Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng
Non-Linear Similarity Learning for Compositionality PDF
Masashi Tsubaki, Kevin Duh, Masashi Shimbo, Yuji Matsumoto
A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations PDF
Shengxian Wan, Yanyan Lan, Jiafeng Guo, Jun Xu, Liang Pang, Xueqi Cheng
Morphological Segmentation with Window LSTM Neural Networks PDF
Linlin Wang, Zhu Cao, Yu Xia, Gerard de Melo
Minimally-Constrained Multilingual Embeddings via Artificial Code-Switching PDF
Michael Wick, Pallika Kanani, Adam Pocock
Syntactic Skeleton-Based Translation PDF
Tong Xiao, Jingbo Zhu, Chunliang Zhang, Tongran Liu
A Morphology-Aware Network for Morphological Disambiguation PDF
Eray Yildiz, Caglar Tirkaz, H. Bahadır Sahin, Mustafa Tolga Eren, Omer Ozan Sonmez
Building Earth Mover's Distance on Bilingual Word Embeddings for Machine Translation PDF
Meng Zhang, Yang Liu, Huanbo Luan, Maosong Sun, Tatsuya Izuha, Jie Hao
Semi-Supervised Multinomial Naive Bayes for Text Classification by Leveraging Word-Level Statistical Constraint PDF
Li Zhao, Minlie Huang, Ziyu Yao, Rongwei Su, Yingying Jiang, Xiaoyan Zhu

Technical Papers: NLP and Text Mining

Labeling the Semantic Roles of Commas PDF
Naveen Arivazhagan, Christos Christodoulopoulos, Dan Roth
Collective Supervision of Topic Models for Predicting Surveys with Social Media PDF
Adrian Benton, Michael J. Paul, Braden Hancock, Mark Dredze
Distant IE by Bootstrapping Using Lists and Document Structure PDF
Lidong Bing, Mingyang Ling, Richard C. Wang, William W. Cohen
TGSum: Build Tweet Guided Multi-Document Summarization Dataset PDF
Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou
Joint Inference over a Lightly Supervised Information Extraction Pipeline: Towards Event Coreference Resolution for Resource-Scarce Languages PDF
Chen Chen, Vincent Ng
Discourse Relations Detection via a Mixed Generative-Discriminative Framework PDF
Jifan Chen, Qi Zhang, Pengfei Liu, Xuanjing Huang
Age of Exposure: A Model of Word Learning PDF
Mihai Dascalu, Danielle S. McNamara, Scott Crossley, Stefan Trausan-Matu
Acquiring Knowledge of Affective Events from Blogs Using Label Propagation PDF
Haibo Ding, Ellen Riloff
To Swap or Not to Swap? Exploiting Dependency Word Pairs for Reordering in Statistical Machine Translation PDF
Christian Hadiwinoto, Yang Liu, Hwee Tou Ng
Global Distant Supervision for Relation Extraction PDF
Xianpei Han, Le Sun
Extracting Topical Phrases from Clinical Documents PDF
Yulan He
Topical Analysis of Interactions Between News and Social Media PDF
Ting Hua, Yue Ning, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
News Verification by Exploiting Conflicting Social Viewpoints in Microblogs PDF
Zhiwei Jin, Juan Cao, Yongdong Zhang, Jiebo Luo
Argument Mining from Speech: Detecting Claims in Political Debates PDF
Marco Lippi, Paolo Torroni
Improving Opinion Aspect Extraction Using Semantic Similarity and Aspect Associations PDF
Qian Liu, Bing Liu, Yuanlin Zhang, Doo Soon Kim, Zhiqiang Gao
A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification PDF
Shulin Liu, Kang Liu, Shizhu He, Jun Zhao
Reading the Videos: Temporal Labeling for Crowdsourced Time-Sync Videos Based on Semantic Embedding PDF
Guangyi Lv, Tong Xu, Enhong Chen, Qi Liu, Yi Zheng
Joint Word Segmentation, POS-Tagging and Syntactic Chunking PDF
Chen Lyu, Yue Zhang, Donghong Ji
Microsummarization of Online Reviews: An Experimental Study PDF
Rebecca Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, Bill Dolan, Kristina Toutanova, Margaret Mitchell
A Semi-Supervised Learning Approach to Why-Question Answering PDF
Jong-Hoon Oh, Kentaro Torisawa, Chikara Hashimoto, Ryu Iida, Masahiro Tanaka, Julien Kloetzer
Discovering User Attribute Stylistic Differences via Paraphrasing PDF
Daniel Preotiuc-Pietro, Wei Xu, Lyle Ungar
Improving Twitter Sentiment Classification Using Topic-Enriched Multi-Prototype Word Embeddings PDF
Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji
Temporal Topic Analysis with Endogenous and Exogenous Processes PDF
Baiyang Wang, Diego Klabjan
Identifying Search Keywords for Finding Relevant Social Media Posts PDF
Shuai Wang, Zhiyuan Chen, Bing Liu, Sherry Emery
Personalized Microblog Sentiment Classification via Multi-Task Learning PDF
Fangzhao Wu, Yongfeng Huang
Improving Recommendation of Tail Tags for Questions in Community Question Answering PDF
Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou
Exploring Multiple Feature Spaces for Novel Entity Discovery PDF
Zhaohui Wu, Yang Song, C. Lee Giles
Tweet Timeline Generation with Determinantal Point Processes PDF
Jin-ge Yao, Feifan Fan, Wayne Xin Zhao, Xiaojun Wan, Edward Chang, Jianguo Xiao
Gated Neural Networks for Targeted Sentiment Analysis PDF
Meishan Zhang, Yue Zhang, Duy-Tin Vo
A Joint Model for Question Answering over Multiple Knowledge Bases PDF
Yuanzhe Zhang, Shizhu He, Kang Liu, Jun Zhao
A Joint Model for Entity Set Expansion and Attribute Extraction from Web Search Queries PDF
Zhenzhong Zhang, Le Sun, Xianpei Han
Aggregating Inter-Sentence Information to Enhance Relation Extraction PDF
Hao Zheng, Zhoujun Li, Senzhang Wang, Zhao Yan, Jianshe Zhou

Technical Papers: Planning and Scheduling

Dynamic Controllability of Disjunctive Temporal Networks: Validation and Synthesis of Executable Strategies PDF
Alessandro Cimatti, Andrea Micheli, Marco Roveri
Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value PDF
Amir-massoud Farahmand, Daniel N. Nikovski, Yuji Igarashi, Hiroki Konaka
General Error Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems PDF
Eric A. Hansen, Ibrahim Abdoulahi
Solving Risk-Sensitive POMDPs With and Without Cost Observations PDF
Ping Hou, William Yeoh, Pradeep Varakantham
Randomised Procedures for Initialising and Switching Actions in Policy Iteration PDF
Shivaram Kalyanakrishnan, Neeldhara Misra, Aditya Gopalan
Goal Recognition Design with Non-Observable Actions PDF
Sarah Keren, Avigdor Gal, Erez Karpas
Computing Contingent Plans Using Online Replanning PDF
Radimir Komarnitsky, Guy Shani
Multi-Agent Path Finding with Payload Transfers and the Package-Exchange Robot-Routing Problem PDF
Hang Ma, Craig Tovey, Guni Sharon, T. K. Satish Kumar, Sven Koenig
Solving Transition-Independent Multi-Agent MDPs with Sparse Interactions PDF
Joris Scharpff, Diederik M. Roijers, Frans A. Oliehoek, Matthijs T. J. Spaan, Mathijs M. de Weerdt
Solving Goal Recognition Design Using ASP PDF
Tran Cao Son, Orkunt Sabuncu, Christian Schulz-Hanke, Torsten Schaub, William Yeoh
Efficient Macroscopic Urban Traffic Models for Reducing Congestion: A PDDL+ Planning Approach PDF
Mauro Vallati, Daniele Magazzeni, Bart De Schutter, Lukas Chrpa, Thomas Leo McCluskey
A Proactive Sampling Approach to Project Scheduling under Uncertainty PDF
Pradeep Varakantham, Na Fu, Hoong Chuin Lau
A POMDP Formulation of Proactive Learning PDF
Kyle Hollins Wray, Shlomo Zilberstein
Approximation Algorithms for Route Planning with Nonlinear Objectives PDF
Ger Yang, Evdokia Nikolova

Technical Papers: Reasoning under Uncertainty

Approximate Probabilistic Inference via Word-Level Counting PDF
Supratik Chakraborty, Kuldeep S. Meel, Rakesh Mistry, Moshe Y. Vardi
A Symbolic SAT-Based Algorithm for Almost-Sure Reachability with Small Strategies in POMDPs PDF
Krishnendu Chatterjee, Martin Chmelík, Jessica Davies
Structured Features in Naive Bayes Classification PDF
Arthur Choi, Nazgol Tavabi, Adnan Darwiche
On Parameter Tying by Quantization PDF
Li Chou, Somdeb Sarkhel, Nicholas Ruozzi, Vibhav Gogate
Exact Sampling with Integer Linear Programs and Random Perturbations PDF
Carolyn Kim, Ashish Sabharwal, Stefano Ermon
From Exact to Anytime Solutions for Marginal MAP PDF
Junkyu Lee, Radu Marinescu, Rina Dechter, Alexander Ihler
On Learning Causal Models from Relational Data PDF
Sanghack Lee, Vasant Honavar
Online Spatio-Temporal Matching in Stochastic and Dynamic Domains PDF
Meghna Lowalekar, Pradeep Varakantham, Patrick Jaillet
Scaling Relational Inference Using Proofs and Refutations PDF
Ravi Mangal, Xin Zhang, Aditya Kamath, Aditya V. Nori, Mayur Naik
Closed-Form Gibbs Sampling for Graphical Models with Algebraic Constraints PDF
Hadi Mohasel Afshar, Scott Sanner, Christfried Webers
Learning Bayesian Networks with Bounded Tree-width via Guided Search PDF
Siqi Nie, Cassio P. de Campos, Qiang Ji
Learning Ensembles of Cutset Networks PDF
Tahrima Rahman, Vibhav Gogate
RAO*: An Algorithm for Chance-Constrained POMDP's PDF
Pedro Henrique Rodrigues Quemel e Assis Santana, Sylvie Thiébaux, Brian Williams
Separators and Adjustment Sets in Markov Equivalent DAGs PDF
Benito van der Zander, Maciej Liskiewicz
Closing the Gap Between Short and Long XORs for Model Counting PDF
Shengjia Zhao, Sorathan Chaturapruek, Ashish Sabharwal, Stefano Ermon

Technical Papers: Search and Constraint Satisfaction

Component Caching in Hybrid Domains with Piecewise Polynomial Densities PDF
Vaishak Belle, Guy Van den Broeck, Andrea Passerini
The Meta-Problem for Conservative Mal'tsev Constraints PDF
Clement Carbonnel
Steiner Tree Problems with Side Constraints Using Constraint Programming PDF
Diego de Uña, Graeme Gange, Peter Schachte, Peter J. Stuckey
Alternative Filtering for the Weighted Circuit Constraint: Comparing Lower Bounds for the TSP and Solving TSPTW PDF
Sylvain Ducomman, Hadrien Cambazard, Bernard Penz
Using the Shapley Value to Analyze Algorithm Portfolios PDF
Alexandre Fréchette, Lars Kotthoff, Tomasz Michalak, Talal Rahwan, Holger H. Hoos, Kevin Leyton-Brown
On the Extraction of One Maximal Information Subset That Does Not Conflict with Multiple Contexts PDF
Éric Grégoire, Yacine Izza, Jean-Marie Lagniez
Bidirectional Search That Is Guaranteed to Meet in the Middle PDF
Robert C. Holte, Ariel Felner, Guni Sharon, Nathan R. Sturtevant
Breaking More Composition Symmetries Using Search Heuristics PDF
Jimmy H. M. Lee, Zichen Zhu
Increasing Nogoods in Restart-Based Search PDF
Jimmy H. M. Lee, Christian Schulte, Zichen Zhu
Exponential Recency Weighted Average Branching Heuristic for SAT Solvers PDF
Jia Hui Liang, Vijay Ganesh, Pascal Poupart, Krzysztof Czarnecki
Counting-Based Search for Constraint Optimization Problems PDF
Gilles Pesant

Technical Papers: Robotics

Distance Minimization for Reward Learning from Scored Trajectories PDF
Benjamin Burchfiel, Carlo Tomasi, Ronald Parr
Efficient Spatio-Temporal Tactile Object Recognition with Randomized Tiling Convolutional Networks in a Hierarchical Fusion Strategy PDF
Lele Cao, Ramamohanarao Kotagiri, Fuchun Sun, Hongbo Li, Wenbing Huang, Zay Maung Maung Aye
Continual Planning in Golog PDF
Till Hofmann, Tim Niemueller, Jens Claßen, Gerhard Lakemeyer
Selectively Reactive Coordination for a Team of Robot Soccer Champions PDF
Juan Pablo Mendoza, Joydeep Biswas, Philip Cooksey, Richard Wang, Steven Klee, Danny Zhu, Manuela Veloso
Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks PDF
Peter Ondruska, Ingmar Posner

Technical Papers: Vision

Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects PDF
Hessam Bagherinezhad, Hannaneh Hajishirzi, Yejin Choi, Ali Farhadi
Deep Quantization Network for Efficient Image Retrieval PDF
Yue Cao, Mingsheng Long, Jianmin Wang, Han Zhu, Qingfu Wen
Dynamic Concept Composition for Zero-Example Event Detection PDF
Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann
Face Video Retrieval via Deep Learning of Binary Hash Representations PDF
Zhen Dong, Su Jia, Tianfu Wu, Mingtao Pei
Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos PDF
Mohamed Elhoseiny, Jingen Liu, Hui Cheng, Harpreet Sawhney, Ahmed Elgammal
Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition PDF
Chuang Gan, Ming Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann
Transductive Zero-Shot Recognition via Shared Model Space Learning PDF
Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang
Reading Scene Text in Deep Convolutional Sequences PDF
Pan He, Weilin Huang, Yu Qiao, Chen Change Loy, Xiaoou Tang
Structured Output Prediction for Semantic Perception in Autonomous Vehicles PDF
Rein Houthooft, Cedric De Boom, Stijn Verstichel, Femke Ongenae, Filip De Turck
Robust Complex Behaviour Modeling at 90Hz PDF
Xiangyu Kong, Yizhou Wang, Tao Xiang
Exploiting View-Specific Appearance Similarities Across Classes for Zero-Shot Pose Prediction: A Metric Learning Approach PDF
Alina Kuznetsova, Sung Ju Hwang, Bodo Rosenhahn, Leonid Sigal
Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision PDF
Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar
Decentralized Robust Subspace Clustering PDF
Bo Liu, Xiao-Tong Yuan, Yang Yu, Qingshan Liu, Dimitris N. Metaxas
Articulated Pose Estimation Using Hierarchical Exemplar-Based Models PDF
Jiongxin Liu, Yinxiao Li, Peter Allen, Peter Belhumeur
Multi-View 3D Human Tracking in Crowded Scenes PDF
Xiaobai Liu
Face Model Compression by Distilling Knowledge from Neurons PDF
Ping Luo, Zhenyao Zhu, Ziwei Liu, Xiaogang Wang, Xiaoou Tang
Learning to Answer Questions from Image Using Convolutional Neural Network PDF
Lin Ma, Zhengdong Lu, Hang Li
SentiCap: Generating Image Descriptions with Sentiments PDF
Alexander Patrick Mathews, Lexing Xie, Xuming He
Look, Listen and Learn — A Multimodal LSTM for Speaker Identification PDF
Jimmy Ren, Yongtao Hu, Yu-Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan
Toward a Taxonomy and Computational Models of Abnormalities in Images PDF
Babak Saleh, Ahmed Elgammal, Jacob Feldman, Ali Farhadi
Domain-Constraint Transfer Coding for Imbalanced Unsupervised Domain Adaptation PDF
Yao-Hung Hubert Tsai, Cheng-An Hou, Wei-Yu Chen, Yi-Ren Yeh, Yu-Chiang Frank Wang
Recognizing Actions in 3D Using Action-Snippets and Activated Simplices PDF
Chunyu Wang, John Flynn, Yizhou Wang, Alan Yuille
DARI: Distance Metric and Representation Integration for Person Verification PDF
Guangrun Wang, Liang Lin, Shengyong Ding, Ya Li, Qing Wang
Video Semantic Clustering with Sparse and Incomplete Tags PDF
Jingya Wang, Xiatian Zhu, Shaogang Gong
Path Following with Adaptive Path Estimation for Graph Matching PDF
Tao Wang, Haibin Ling
Pose-Guided Human Parsing by an AND/OR Graph Using Pose-Context Features PDF
Fangting Xia, Jun Zhu, Peng Wang, Alan L. Yuille
Diversified Dynamical Gaussian Process Latent Variable Model for Video Repair PDF
Hao Xiong, Tongliang Liu, Dacheng Tao
Metric Embedded Discriminative Vocabulary Learning for High-Level Person Representation PDF
Yang Yang, Zhen Lei, Shifeng Zhang, Hailin Shi, Stan Z. Li
Large Scale Similarity Learning Using Similar Pairs for Person Verification PDF
Yang Yang, Shengcai Liao, Zhen Lei, Stan Z. Li
Unsupervised Co-Activity Detection from Multiple Videos Using Absorbing Markov Chain PDF
Donghun Yeo, Bohyung Han, Joon Hee Han
Discrete Image Hashing Using Large Weakly Annotated Photo Collections PDF
Hanwang Zhang, Na Zhao, Xindi Shang, Huanbo Luan, Tat-seng Chua
Group Cost-Sensitive Boosting for Multi-Resolution Pedestrian Detection PDF
Chao Zhu, Yuxin Peng
Learning Cross-Domain Neural Networks for Sketch-Based 3D Shape Retrieval PDF
Fan Zhu, Jin Xie, Yi Fang
MC-HOG Correlation Tracking with Saliency Proposal PDF
Guibo Zhu, Jinqiao Wang, Yi Wu, Xiaoyu Zhang, Hanqing Lu
Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks PDF
Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie

Special Track: Cognitive Systems

Using Multiple Representations to Simultaneously Learn Computational Thinking and Middle School Science PDF
Satabdi Basu, Gautam Biswas, John S. Kinnebrew
MIDCA: A Metacognitive, Integrated Dual-Cycle Architecture for Self-Regulated Autonomy PDF
Michael T. Cox, Zohreh Alavi, Dustin Dannenhauer, Vahid Eyorokon, Hector Munoz-Avila, Don Perlis
Commonsense Interpretation of Triangle Behavior PDF
Andrew S. Gordon
Surprise-Triggered Reformulation of Design Goals PDF
Kazjon Grace, Mary Lou Maher
Visual Learning of Arithmetic Operation PDF
Yedid Hoshen, Shmuel Peleg
Modeling Human Ad Hoc Coordination PDF
Peter M. Krafft, Chris L. Baker, Alex "Sandy" Pentland, Joshua B. Tenenbaum
Predicting Readers' Sarcasm Understandability by Modeling Gaze Behavior PDF
Abhijit Mishra, Diptesh Kanojia, Pushpak Bhattacharyya
Modeling Human Understanding of Complex Intentional Action with a Bayesian Nonparametric Subgoal Model PDF
Ryo Nakahashi, Chris L. Baker, Joshua B. Tenenbaum
Unsupervised Lexical Simplification for Non-Native Speakers PDF
Gustavo H. Paetzold, Lucia Specia
QART: A System for Real-Time Holistic Quality Assurance for Contact Center Dialogues PDF
Shourya Roy, Ragunathan Mariappan, Sandipan Dandapat, Saurabh Srivastava, Sainyam Galhotra, Balaji Peddamuthu
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models PDF
Iulian V. Serban, Alessandro Sordoni, Yoshua Bengio, Aaron Courville, Joelle Pineau

Special Track: Computational Sustainability

Achieving Stable and Fair Profit Allocation with Minimum Subsidy in Collaborative Logistics PDF
Lucas Agussurja, Hoong Chuin Lau, Shih-Fen Cheng
Understanding City Traffic Dynamics Utilizing Sensor and Textual Observations PDF
Pramod Anantharam, Krishnaprasad Thirunarayan, Surendra Marupudi, Amit Sheth, Tanvi Banerjee
An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid PDF
Sambaran Bandyopadhyay, Ramasuri Narayanam, Pratyush Kumar, Sarvapali Ramchurn, Vijay Arya, Iskandarbin Petra
Multi-Instance Multi-Label Class Discovery: A Computational Approach for Assessing Bird Biodiversity PDF
Forrest Briggs, Xiaoli Z. Fern, Raviv Raich, Matthew Betts
Multiagent-Based Route Guidance for Increasing the Chance of Arrival on Time PDF
Zhiguang Cao, Hongliang Guo, Jie Zhang, Ulrich Fastenrath
Understanding Dominant Factors for Precipitation over the Great Lakes Region PDF
Soumyadeep Chatterjee, Stefan Liess, Arindam Banerjee, Vipin Kumar
A Unifying Variational Inference Framework for Hierarchical Graph-Coupled HMM with an Application to Influenza Infection PDF
Kai Fan, Chunyuan Li, Katherine Heller
Topic Models to Infer Socio-Economic Maps PDF
Lingzi Hong, Enrique Frias-Martinez, Vanessa Frias-Martinez
Energy- and Cost-Efficient Pumping Station Control PDF
Timon V. Kanters, Frans A. Oliehoek, Michael Kaisers, Stan R. van den Bosch, Joep Grispen, Jeroen Hermans
Shortest Path Based Decision Making Using Probabilistic Inference PDF
Akshat Kumar
Robust Decision Making for Stochastic Network Design PDF
Akshat Kumar, Arambam James Singh, Pradeep Varakantham, Daniel Sheldon
Optimizing Infrastructure Enhancements for Evacuation Planning PDF
Kunal Kumar, Julia Romanski, Pascal Van Hentenryck
Spatially Regularized Streaming Sensor Selection PDF
Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Junchi Yan, Xiaobin Zhu, Qingshan Liu, Xin Zhang
Preventing Illegal Logging: Simultaneous Optimization of Resource Teams and Tactics for Security PDF
Sara Marie Mc Carthy, Milind Tambe, Christopher Kiekintveld, Meredith L. Gore, Alex Killion
Big-Data Mechanisms and Energy-Policy Design PDF
Ankit Pat, Kate Larson, Srinivasen Keshav
Benders Decomposition for Large-Scale Prescriptive Evacuations PDF
Julia Romanski, Pascal Van Hentenryck
Predicting Spatio-Temporal Propagation of Seasonal Influenza Using Variational Gaussian Process Regression PDF
Ransalu Senanayake, Simon O'Callaghan, Fabio Ramos
Intelligent Habitat Restoration Under Uncertainty PDF
Tommaso Urli, Jana Brotánková, Philip Kilby, Pascal Van Hentenryck
Adaptable Regression Method for Ensemble Consensus Forecasting PDF
John K. Williams, Peter P. Neilley, Joseph P. Koval, Jeff McDonald
Optimizing Resilience in Large Scale Networks PDF
Xiaojian Wu, Daniel Sheldon, Shlomo Zilberstein
Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping PDF
Michael Xie, Neal Jean, Marshall Burke, David Lobell, Stefano Ermon
An Algorithm to Coordinate Measurements Using Stochastic Human Mobility Patterns in Large-Scale Participatory Sensing Settings PDF
Alexandros Zenonos, Sebastian Stein, Nicholas R. Jennings

Special Track: Integrated AI Capabilities

Bagging Ensembles for the Diagnosis and Prognostication of Alzheimer's Disease PDF
Peng Dai, Femida Gwadry-Sridhar, Michael Bauer, Michael Borrie
Affective Personalization of a Social Robot Tutor for Children’s Second Language Skills PDF
Goren Gordon, Samuel Spaulding, Jacqueline Kory Westlund, Jin Joo Lee, Luke Plummer, Marayna Martinez, Madhurima Das, Cynthia Breazeal
A Framework for Resolving Open-World Referential Expressions in Distributed Heterogeneous Knowledge Bases PDF
Tom Williams, Matthias Scheutz

EAAI Symposium Full Paper

Using Domain Knowledge to Improve Monte-Carlo Tree Search Performance in Parameterized Poker Squares PDF
Robert Arrington, Clay Langley, Steven Bogaerts
BeeMo, a Monte Carlo Simulation Agent for Playing Parameterized Poker Squares PDF
Karo Castro-Wunsch, William Maga, Calin Anton
Conceptualizing Curse of Dimensionality with Parallel Coordinates PDF
G. Devi, Charu Chauhan, Sutanu Chakraborti
Teaching Big Data Analytics Skills with Intelligent Workflow Systems PDF
Yolanda Gil
Design of an Online Course on Knowledge-Based AI PDF
Ashok K. Goel, David A. Joyner
Learning and Using Hand Abstraction Values for Parameterized Poker Squares PDF
Todd W. Neller, Colin M. Messinger, Zuozhi Yang
Creating Interactive and Visual Educational Resources for AI PDF
Sameer Singh, Sebastian Riedel
From the Lab to the Classroom and Beyond: Extending a Game-Based Research Platform for Teaching AI to Diverse Audiences PDF
Nicole Sintov, Debarun Kar, Thanh Nguyen, Fei Fang, Kevin Hoffman, Arnaud Lyet, Milind Tambe
The Turing Test in the Classroom PDF
Lisa Torrey, Karen Johnson, Sid Sondergard, Pedro Ponce, Laura Desmond
A Survey of Current Practice and Teaching of AI PDF
Michael Wollowski, Robert Selkowitz, Laura E. Brown, Ashok Goel, George Luger, Jim Marshall, Andrew Neel, Todd Neller, Peter Norvig

EAAI Symposium Poster Paper

IRobot: Teaching the Basics of Artificial Intelligence in High Schools PDF
Harald Burgsteiner, Martin Kandlhofer, Gerald Steinbauer
A.I. as an Introduction to Research Methods in Computer Science PDF
Raghuram Ramanujan
An Online Logic Programming Development Environment PDF
Christian Reotutar, Mbathio Diagne, Evgenii Balai, Edward Wertz, Peter Lee, Shao-Lon Yeh, Yuanlin Zhang
Using Declarative Programming in an Introductory Computer Science Course for High School Students PDF
Maritza Reyes, Cynthia Perez, Rocky Upchurch, Timothy Yuen, Yuanlin Zhang
Teaching Automated Strategic Reasoning Using Capstone Tournaments PDF
Oscar Veliz, Marcus Gutierrez, Christopher Kiekintveld
Training Watson — A Cognitive Systems Course PDF
Michael Wollowski

EAAI Symposium Model AI Assignments

Model AI Assignments 2016 PDF
Todd W. Neller, Laura E. Brown, James B. Marshall, Lisa Torrey, Nate Derbinsky, Andrew A. Ward, Thomas E. Allen, Judy Goldsmith, Nahom Muluneh

Senior Member Blue Sky Papers

Indefinite Scalability for Living Computation PDF
David H. Ackley
Embedding Ethical Principles in Collective Decision Support Systems PDF
Joshua Greene, Francesca Rossi, John Tasioulas, Kristen Brent Venable, Brian Williams
Five Dimensions of Reasoning in the Wild PDF
Don Perlis
Ethical Dilemmas for Adaptive Persuasion Systems PDF
Oliviero Stock, Marco Guerini, Fabio Pianesi

Senior Member Summary Talks

Ontology Instance Linking: Towards Interlinked Knowledge Graphs PDF
Jeff Heflin, Dezhao Song
Natural Language Processing for Enhancing Teaching and Learning PDF
Diane Litman
Strategic Behaviour When Allocating Indivisible Goods PDF
Toby Walsh
Rational Verification: From Model Checking to Equilibrium Checking PDF
Michael Wooldridge, Julian Gutierrez, Paul Harrenstein, Enrico Marchioni, Giuseppe Perelli, Alexis Toumi

Student Abstracts

MIP-Nets: Enabling Information Sharing in Loosely-Coupled Teamwork PDF
Ofra Amir, Barbara J. Grosz, Krzysztof Z. Gajos
Weighted A* Algorithms for Unsupervised Feature Selection with Provable Bounds on Suboptimality PDF
Hiromasa Arai, Ke Xu, Crystal Maung, Haim Schweitzer
Abstraction Using Analysis of Subgames PDF
Anjon Basak
Bayesian Markov Games with Explicit Finite-Level Types PDF
Muthukumaran Chandrasekaran, Yingke Chen, Prashant Doshi
BRBA: A Blocking-Based Association Rule Hiding Method PDF
Peng Cheng, Ivan Lee, Li Li, Kuo-Kun Tseng, Jeng-Shyang Pan
A CP-Based Approach for Popular Matching PDF
Danuta Sorina Chisca, Mohamed Siala, Gilles Simonin, Barry O'Sullivan
Predicting Prices in the Power TAC Wholesale Energy Market PDF
Moinul Morshed Porag Chowdhury
Robust Execution Strategies for Probabilistic Temporal Planning PDF
Sam Dietrich, Kyle Lund, James C. Boerkoel
A Comparison of Supervised Learning Algorithms for Telerobotic Control Using Electromyography Signals PDF
Tyler M. Frasca, Antonio G. Sestito, Craig Versek, Douglas E. Dow, Barry C. Husowitz, Nate Derbinsky
Trust and Distrust Across Coalitions: Shapley Value Based Centrality Measures for Signed Networks (Student Abstract Version) PDF
Varun Gangal, Abhishek Narwekar, Balaraman Ravindran, Ramasuri Narayanam
Authorship Attribution Using a Neural Network Language Model PDF
Zhenhao Ge, Yufang Sun, Mark J. T. Smith
Structure Aware L1 Graph for Data Clustering PDF
Shuchu Han, Hong Qin
Multivariate Conditional Outlier Detection and Its Clinical Application PDF
Charmgil Hong, Milos Hauskrecht
Learning Complex Stand-Up Motion for Humanoid Robots PDF
Heejin Jeong, Daniel D. Lee
Connecting the Dots Using Contextual Information Hidden in Text and Images PDF
Md Abdul Kader, Sheikh Motahar Naim, Arnold P. Boedihardjo, M. Shahriar Hossain
Monte Carlo Tree Search for Multi-Robot Task Allocation PDF
Bilal Kartal, Ernesto Nunes, Julio Godoy, Maria Gini
Hierarchy Prediction in Online Communities PDF
Denys Katerenchuk, Andrew Rosenberg
Handling Class Imbalance in Link Prediction Using Learning to Rank Techniques PDF
Bopeng Li, Sougata Chaudhuri, Ambuj Tewari
Predicting Links and Their Building Time: A Path-Based Approach PDF
Manling Li, Yantao Jia, Yuanzhuo Wang, Zeya Zhao, Xueqi Cheng
Social Emotion Classification via Reader Perspective Weighted Model PDF
Xin Li, Yanghui Rao, Yanjia Chen, Xuebo Liu, Huan Huang
Two-Stream Contextualized CNN for Fine-Grained Image Classification PDF
Jiang Liu, Chenqiang Gao, Deyu Meng, Wangmeng Zuo
Decision Sum-Product-Max Networks PDF
Mazen Melibari, Pascal Poupart, Prashant Doshi
Iterative Project Quasi-Newton Algorithm for Training RBM PDF
Shuai Mi, Xiaozhao Zhao, Yuexian Hou, Peng Zhang, Wenjie Li, Dawei Song
Pseudo-Tree Construction Heuristics for DCOPs with Variable Communication Times PDF
Atena M Tabakhi
A Word Embedding and a Josa Vector for Korean Unsupervised Semantic Role Induction PDF
Kyeong-Min Nam, Yu-Seop Kim
Conquering Adversary Behavioral Uncertainty in Security Games: An Efficient Modeling Robust Based Algorithm PDF
Thanh Hong Nguyen, Arunesh Sinha, Milind Tambe
Bayesian AutoEncoder: Generation of Bayesian Networks with Hidden Nodes for Features PDF
Kaneharu Nishino, Mary Inaba
Human-Robot Trust and Cooperation Through a Game Theoretic Framework PDF
Erin Paeng, Jane Wu, James C. Boerkoel
Efficient Collaborative Crowdsourcing PDF
Zhengxiang Pan, Han Yu, Chunyan Miao, Cyril Leung
SPAN: Understanding a Question with Its Support Answers PDF
Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng
Towards Structural Tractability in Hedonic Games PDF
Dominik Peters
Heuristic Planning for Hybrid Systems PDF
Wiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio
Counter-Transitivity in Argument Ranking Semantics PDF
Fuan Pu, Jian Luo, Guiming Luo
Discriminative Structure Learning of Arithmetic Circuits PDF
Amirmohammad Rooshenas, Daniel Lowd
Unsupervised Measure of Word Similarity: How to Outperform Co-Occurrence and Vector Cosine in VSMs PDF
Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang
ROOT13: Spotting Hypernyms, Co-Hyponyms and Randoms PDF
Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang
Abstracting Complex Domains Using Modular Object-Oriented Markov Decision Processes PDF
Shawn Squire, Marie desJardins
Image Privacy Prediction Using Deep Features PDF
Ashwini Kishore Tonge, Cornelia Caragea
Evaluating the Robustness of Game Theoretic Solutions When Using Abstraction PDF
Oscar Samuel Veliz
Text Simplification Using Neural Machine Translation PDF
Tong Wang, Ping Chen, John Rochford, Jipeng Qiang
Business Event Curation: Merging Human and Automated Approaches PDF
Yiqi Wang, Huiying Ma, Nichola Lowe, Maryann Feldman, Charles Schmitt
Direct Discriminative Bag Mapping for Multi-Instance Learning PDF
Jia Wu, Shirui Pan, Peng Zhang, Xingquan Zhu
Mobility Sequence Extraction and Labeling Using Sparse Cell Phone Data PDF
Yingxiang Yang, Peter Widhalm, Shounak Athavale, Marta C. Gonzalez
Epitomic Image Super-Resolution PDF
Yingzhen Yang, Zhangyang Wang, Zhaowen Wang, Shiyu Chang, Ding Liu, Honghui Shi, Thomas S. Huang
MicroScholar: Mining Scholarly Information from Chinese Microblogs PDF
Yang Yu, Xiaojun Wan
Intrinsic and Extrinsic Evaluations of Word Embeddings PDF
Michael Zhai, Johnny Tan, Jinho D. Choi
User-Centric Affective Computing of Image Emotion Perceptions PDF
Sicheng Zhao, Hongxun Yao, Wenlong Xie, Xiaolei Jiang
Learning Structural Features of Nodes in Large-Scale Networks for Link Prediction PDF
Aakas Zhiyuli, Xun Liang, Xiaoping Zhou

Doctoral Consortium

Interactive Learning and Analogical Chaining for Moral and Commonsense Reasoning PDF
Joseph A. Blass
Machine Learning for Computational Psychology PDF
Sarah M. Brown
Robust Learning from Demonstration Techniques and Tools PDF
William Curran
Integrating Planning and Recognition to Close the Interaction Loop PDF
Richard G. Freedman
Apprenticeship Scheduling for Human-Robot Teams PDF
Matthew C. Gombolay
Privacy Management in Agent-Based Social Networks PDF
Nadin Kokciyan
Multi-Modal Learning over User-Contributed Content from Cross-Domain Social Media PDF
Wen-Yu Lee
Unsupervised Learning of HTNs in Complex Adversarial Domains PDF
Michael A. Leece
Estimating Text Intelligibility via Information Packaging Analysis PDF
Junyi Jessy Li
Robust Classification under Covariate Shift with Application to Active Learning PDF
Anqi Liu
Analogical Generalization of Linguistic Constructions PDF
Clifton McFate
Writing Stories with Help from Recurrent Neural Networks PDF
Melissa Roemmele
Scaling-Up MAP and Marginal MAP Inference in Markov Logic PDF
Somdeb Sarkhel
Adapting Plans through Communication with Unknown Teammates PDF
Trevor Sarratt
Pragmatic Querying in Heterogeneous Knowledge Graphs PDF
Amar Viswanathan
Architectural Mechanisms for Situated Natural Language Understanding in Uncertain and Open Worlds PDF
Tom Williams
Affective Computing and Applications of Image Emotion Perceptions PDF
Sicheng Zhao, Hongxun Yao

What's Hot Papers

What’s Hot in Human Language Technology: Highlights from NAACL HLT 2015 PDF
Joyce Y. Chai, Anoop Sarkar, Rada Mihalcea
What’s Hot in the Answer Set Programming Competition PDF
Martin Gebser, Marco Maratea, Francesco Ricca
Inductive Logic Programming: Challenges PDF
Katsumi Inoue, Hayato Ohwada, Akihiro Yamamoto
What's Hot in Intelligent User Interfaces PDF
Shimei Pan, Oliver Brdiczka, Giuseppe Carenini, Duen Horng Chau, Per Ola Kristensson
General Video Game AI: Competition, Challenges and Opportunities PDF
Diego Perez-Liebana, Spyridon Samothrakis, Julian Togelius, Tom Schaul, Simon M. Lucas
Angry Birds as a Challenge for Artificial Intelligence PDF
Jochen Renz, XiaoYu Ge, Rohan Verma, Peng Zhang
What's Hot in Heuristic Search PDF
Roni Stern, Levi H. S. Lelis
Competition of Distributed and Multiagent Planners (CoDMAP) PDF
Michal Štolba, Antonín Komenda, Daniel L. Kovacs
What's Hot at RoboCup PDF
Peter Stone

Demonstration Papers

Artificial Intelligence for Predictive and Evidence Based Architecture Design PDF
Mehul Bhatt, Jakob Suchan, Carl Schultz, Vasiliki Kondyli, Saurabh Goyal
co-rank: An Online Tool for Collectively Deciding Efficient Rankings Among Peers PDF
Ioannis Caragiannis, George A. Krimpas, Marianna Panteli, Alexandros A. Voudouris
SVVAMP: Simulator of Various Voting Algorithms in Manipulating Populations PDF
François Durand, Fabien Mathieu, Ludovic Noirie
Deploying PAWS to Combat Poaching: Game-Theoretic Patrolling in Areas with Complex Terrain (Demonstration) PDF
Fei Fang, Thanh H. Nguyen, Rob Pickles, Wai Y. Lam, Gopalasamy R. Clements, Bo An, Amandeep Singh, Milind Tambe
Predicting Gaming Related Properties from Twitter Accounts PDF
Maria Ivanova Gorinova, Yoad Lewenberg, Yoram Bachrach, Alfredo Kalaitzis, Michael Fagan, Dean Carignan, Nitin Gautam
NLU Framework for Voice Enabling Non-Native Applications on Smart Devices PDF
Soujanya Lanka, Deepika Pathania, Pooja Kushalappa, Pradeep Varakantham
Modeling and Experimentation Framework for Fuzzy Cognitive Maps PDF
Maikel Leon Espinosa, Gonzalo Napoles Ruiz
Using Convolutional Neural Networks to Analyze Function Properties from Images PDF
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Jikan to Kukan: A Hands-On Musical Experience in AI, Games and Art PDF
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Toward Interactive Relational Learning PDF
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EDDIE: An Embodied AI System for Research and Intervention for Individuals with ASD PDF
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A Tool to Graphically Edit CP-Nets PDF
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A Visual Semantic Framework for Innovation Analytics PDF
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Multi-Agent System Development MADE Easy PDF
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A Fraud Resilient Medical Insurance Claim System PDF
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DECT: Distributed Evolving Context Tree for Understanding User Behavior Pattern Evolution PDF
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Shoot to Know What: An Application of Deep Networks on Mobile Devices PDF
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SAPE: A System for Situation-Aware Public Security Evaluation PDF
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Information Credibility Evaluation on Social Media PDF
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Productive Aging through Intelligent Personalized Crowdsourcing PDF
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