Technical Papers: Applications
| Inferring Multi-Dimensional Ideal Points for US Supreme Court Justices | |
| Mohammad Raihanul Islam, K. S. M. Tozammel Hossain, Siddharth Krishnan, Naren Ramakrishnan |
Technical Papers: AI and the Web
| Top-N Recommender System via Matrix Completion | |
| Zhao Kang, Chong Peng, Qiang Cheng |
| Supervised Hashing via Uncorrelated Component Analysis | |
| SungRyull Sohn, Hyunwoo Kim, Junmo Kim |
| Column-Oriented Datalog Materialization for Large Knowledge Graphs | |
| Jacopo Urbani, Ceriel Jacobs, Markus Krötzsch |
| STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation | |
| Shenglin Zhao, Tong Zhao, Haiqin Yang, Michael R. Lyu, Irwin King |
Technical Papers: Cognitive Modeling
| Egocentric Video Search via Physical Interactions | |
| Taiki Miyanishi, Jun-ichiro Hirayama, Quan Kong, Takuya Maekawa, Hiroki Moriya, Takayuki Suyama |
Technical Papers: Game Theory and Economic Paradigms
| An Algorithmic Framework for Strategic Fair Division | |
| Simina Brânzei, Ioannis Caragiannis, David Kurokawa, Ariel D. Procaccia |
| Using Correlated Strategies for Computing Stackelberg Equilibria in Extensive-Form Games | |
| Jiri Cermak, Branislav Bosansky, Karel Durkota, Viliam Lisy, Christopher Kiekintveld |
| Who Can Win a Single-Elimination Tournament? | |
| Michael P. Kim, Warut Suksompong, Virginia Vassilevska Williams |
| When Can the Maximin Share Guarantee Be Guaranteed? | |
| David Kurokawa, Ariel D. Procaccia, Junxing Wang |
| Optimizing Personalized Email Filtering Thresholds to Mitigate Sequential Spear Phishing Attacks | |
| Mengchen Zhao, Bo An, Christopher Kiekintveld |
Technical Papers: Heuristic Search and Optimization
| CAPReS: Context Aware Persona Based Recommendation for Shoppers | |
| Joydeep Banerjee, Gurulingesh Raravi, Manoj Gupta, Sindhu K. Ernala, Shruti Kunde, Koustuv Dasgupta |
| Look-Ahead with Mini-Bucket Heuristics for MPE | |
| Rina Dechter, Kalev Kask, William Lam, Javier Larrosa |
| Learning to Branch in Mixed Integer Programming | |
| Elias Boutros Khalil, Pierre Le Bodic, Le Song, George Nemhauser, Bistra Dilkina |
| Implementing Troubleshooting with Batch Repair | |
| Roni Stern, Meir Kalech, Hilla Shinitzky |
| A Combinatorial Search Perspective on Diverse Solution Generation | |
| Satya Gautam Vadlamudi, Subbarao Kambhampati |
Technical Papers: Human-Computation and Crowd Sourcing
| Behavioral Experiments in Email Filter Evasion | |
| Liyiming Ke, Bo Li, Yevgeniy Vorobeychik |
Technical Papers: Humans and AI
| Personalized Alert Agent for Optimal User Performance | |
| Avraham Shvartzon, Amos Azaria, Sarit Kraus, Claudia V. Goldman, Joachim Meyer, Omer Tsimhoni |
Technical Papers: Knowledge Representation and Reasoning
| A Comparative Study of Ranking-Based Semantics for Abstract Argumentation | |
| Elise Bonzon, Jérôme Delobelle, Sébastien Konieczny, Nicolas Maudet |
| Logical Foundations of Privacy-Preserving Publishing of Linked Data | |
| Bernardo Cuenca Grau, Egor V. Kostylev |
| A Model for Learning Description Logic Ontologies Based on Exact Learning | |
| Boris Konev, Ana Ozaki, Frank Wolter |
| Causal Explanation Under Indeterminism: A Sampling Approach | |
| Christopher A. Merck, Samantha Kleinberg |
Technical Papers: Machine Learning Applications
| Seeing the Unseen Network: Inferring Hidden Social Ties from Respondent-Driven Sampling | |
| Lin Chen, Forrest W. Crawford, Amin Karbasi |
| Efficient Learning of Timeseries Shapelets | |
| Lu Hou, James T. Kwok, Jacek M. Zurada |
| Column Sampling Based Discrete Supervised Hashing | |
| Wang-Cheng Kang, Wu-Jun Li, Zhi-Hua Zhou |
| A Framework for Outlier Description Using Constraint Programming | |
| Chia-Tung Kuo, Ian Davidson |
| Privacy-CNH: A Framework to Detect Photo Privacy with Convolutional Neural Network using Hierarchical Features | |
| Lam Tran, Deguang Kong, Hongxia Jin, Ji Liu |
Technical Papers: Machine Learning Methods
| Approximate K-Means++ in Sublinear Time | |
| Olivier Bachem, Mario Lucic, S. Hamed Hassani, Andreas Krause |
| Discriminative Analysis Dictionary Learning | |
| Jun Guo, Yanqing Guo, Xiangwei Kong, Man Zhang, Ran He |
| SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream | |
| Ahsanul Haque, Latifur Khan, Michael Baron |
| Flattening the Density Gradient for Eliminating Spatial Centrality to Reduce Hubness | |
| Kazuo Hara, Ikumi Suzuki, Kei Kobayashi, Kenji Fukumizu, Milos Radovanovic |
| Infinite Plaid Models for Infinite Bi-Clustering | |
| Katsuhiko Ishiguro, Issei Sato, Masahiro Nakano, Akisato Kimura, Naonori Ueda |
| Improving Predictive State Representations via Gradient Descent | |
| Nan Jiang, Alex Kulesza, Satinder Singh |
| Shakeout: A New Regularized Deep Neural Network Training Scheme | |
| Guoliang Kang, Jun Li, Dacheng Tao |
| Bounded Optimal Exploration in MDP | |
| Kenji Kawaguchi |
| Uncorrelated Group LASSO | |
| Deguang Kong, Ji Liu, Bo Liu, Xuan Bao |
| Learning Future Classifiers without Additional Data | |
| Atsutoshi Kumagai, Tomoharu Iwata |
| Towards Safe Semi-Supervised Learning for Multivariate Performance Measures | |
| Yu-Feng Li, James T. Kwok, Zhi-Hua Zhou |
| Sparse Latent Space Policy Search | |
| Kevin Sebastian Luck, Joni Pajarinen, Erik Berger, Ville Kyrki, Heni Ben Amor |
| Expected Tensor Decomposition with Stochastic Gradient Descent | |
| Takanori Maehara, Kohei Hayashi, Ken-ichi Kawarabayashi |
| Reinforcement Learning with Parameterized Actions | |
| Warwick Masson, Pravesh Ranchod, George Konidaris |
| Noisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization | |
| Adish Singla, Sebastian Tschiatschek, Andreas Krause |
| Marginalized Continuous Time Bayesian Networks for Network Reconstruction from Incomplete Observations | |
| Lukas Studer, Loic Paulevé, Christoph Zechner, Matthias Reumann, María Rodríguez Martínez, Heinz Koeppl |
| An Efficient Time Series Subsequence Pattern Mining and Prediction Framework with an Application to Respiratory Motion Prediction | |
| Shouyi Wang, Kinming Kam, Cao Xiao, Stephen Bowen, Wanpracha Art Chaovalitwongse |
| Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach | |
| Shuo Yang, Tushar Khot, Kristian Kersting, Sriraam Natarajan |
| On Order-Constrained Transitive Distance Clustering | |
| Zhiding Yu, Weiyang Liu, Wenbo Liu, Yingzhen Yang, Ming Li, B. V. K. Vijaya Kumar |
| Asynchronous Distributed Semi-Stochastic Gradient Optimization | |
| Ruiliang Zhang, Shuai Zheng, James T. Kwok |
| Near-Optimal Active Learning of Multi-Output Gaussian Processes | |
| Yehong Zhang, Trong Nghia Hoang, Kian Hsiang Low, Mohan Kankanhalli |
| Fast Nonsmooth Regularized Risk Minimization with Continuation | |
| Shuai Zheng, Ruiliang Zhang, James T. Kwok |
Technical Papers: Multiagent Systems
| Target Surveillance in Adversarial Environments Using POMDPs | |
| Maxim Egorov, Mykel J. Kochenderfer, Jaak J. Uudmae |
| Implicit Coordination in Crowded Multi-Agent Navigation | |
| Julio Erasmo Godoy, Ioannis Karamouzas, Stephen J. Guy, Maria Gini |
| Model Checking Probabilistic Knowledge: A PSPACE Case | |
| Xiaowei Huang, Marta Kwiatkowska |
| Exploiting Anonymity in Approximate Linear Programming: Scaling to Large Multiagent MDPs | |
| Philipp Robbel, Frans A. Oliehoek, Mykel J. Kochenderfer |
Technical Papers: NLP and Knowledge Representation
| Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions | |
| Peter Clark, Oren Etzioni, Tushar Khot, Ashish Sabharwal, Oyvind Tafjord, Peter Turney, Daniel Khashabi |
| A Generative Model of Words and Relationships from Multiple Sources | |
| Stephanie L. Hyland, Theofanis Karaletsos, Gunnar Rätsch |
Technical Papers: NLP and Machine Learning
| Instructable Intelligent Personal Agent | |
| Amos Azaria, Jayant Krishnamurthy, Tom M. Mitchell |
| Joint Word Representation Learning Using a Corpus and a Semantic Lexicon | |
| Danushka Bollegala, Mohammed Alsuhaibani, Takanori Maehara, Ken-ichi Kawarabayashi |
| Character-Aware Neural Language Models | |
| Yoon Kim, Yacine Jernite, David Sontag, Alexander M. Rush |
| Minimally-Constrained Multilingual Embeddings via Artificial Code-Switching | |
| Michael Wick, Pallika Kanani, Adam Pocock |
Technical Papers: NLP and Text Mining
| Improving Opinion Aspect Extraction Using Semantic Similarity and Aspect Associations | |
| Qian Liu, Bing Liu, Yuanlin Zhang, Doo Soon Kim, Zhiqiang Gao |
| A Semi-Supervised Learning Approach to Why-Question Answering | |
| Jong-Hoon Oh, Kentaro Torisawa, Chikara Hashimoto, Ryu Iida, Masahiro Tanaka, Julien Kloetzer |
| Temporal Topic Analysis with Endogenous and Exogenous Processes | |
| Baiyang Wang, Diego Klabjan |
Technical Papers: Planning and Scheduling
| Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value | |
| Amir-massoud Farahmand, Daniel N. Nikovski, Yuji Igarashi, Hiroki Konaka |
| Randomised Procedures for Initialising and Switching Actions in Policy Iteration | |
| Shivaram Kalyanakrishnan, Neeldhara Misra, Aditya Gopalan |
| Goal Recognition Design with Non-Observable Actions | |
| Sarah Keren, Avigdor Gal, Erez Karpas |
| Computing Contingent Plans Using Online Replanning | |
| Radimir Komarnitsky, Guy Shani |
| Multi-Agent Path Finding with Payload Transfers and the Package-Exchange Robot-Routing Problem | |
| Hang Ma, Craig Tovey, Guni Sharon, T. K. Satish Kumar, Sven Koenig |
Technical Papers: Reasoning under Uncertainty
| Exact Sampling with Integer Linear Programs and Random Perturbations | |
| Carolyn Kim, Ashish Sabharwal, Stefano Ermon |
| Scaling Relational Inference Using Proofs and Refutations | |
| Ravi Mangal, Xin Zhang, Aditya Kamath, Aditya V. Nori, Mayur Naik |
Technical Papers: Search and Constraint Satisfaction
| Using the Shapley Value to Analyze Algorithm Portfolios | |
| Alexandre Fréchette, Lars Kotthoff, Tomasz Michalak, Talal Rahwan, Holger H. Hoos, Kevin Leyton-Brown |
Technical Papers: Robotics
| Efficient Spatio-Temporal Tactile Object Recognition with Randomized Tiling Convolutional Networks in a Hierarchical Fusion Strategy | |
| Lele Cao, Ramamohanarao Kotagiri, Fuchun Sun, Hongbo Li, Wenbing Huang, Zay Maung Maung Aye |
| Selectively Reactive Coordination for a Team of Robot Soccer Champions | |
| Juan Pablo Mendoza, Joydeep Biswas, Philip Cooksey, Richard Wang, Steven Klee, Danny Zhu, Manuela Veloso |
Technical Papers: Vision
| Robust Complex Behaviour Modeling at 90Hz | |
| Xiangyu Kong, Yizhou Wang, Tao Xiang |
| Exploiting View-Specific Appearance Similarities Across Classes for Zero-Shot Pose Prediction: A Metric Learning Approach | |
| Alina Kuznetsova, Sung Ju Hwang, Bodo Rosenhahn, Leonid Sigal |
Special Track: Cognitive Systems
| Using Multiple Representations to Simultaneously Learn Computational Thinking and Middle School Science | |
| Satabdi Basu, Gautam Biswas, John S. Kinnebrew |
| Modeling Human Ad Hoc Coordination | |
| Peter M. Krafft, Chris L. Baker, Alex "Sandy" Pentland, Joshua B. Tenenbaum |
| Predicting Readers' Sarcasm Understandability by Modeling Gaze Behavior | |
| Abhijit Mishra, Diptesh Kanojia, Pushpak Bhattacharyya |
Special Track: Computational Sustainability
| An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid | |
| Sambaran Bandyopadhyay, Ramasuri Narayanam, Pratyush Kumar, Sarvapali Ramchurn, Vijay Arya, Iskandarbin Petra |
| Understanding Dominant Factors for Precipitation over the Great Lakes Region | |
| Soumyadeep Chatterjee, Stefan Liess, Arindam Banerjee, Vipin Kumar |
| Energy- and Cost-Efficient Pumping Station Control | |
| 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 | |
| Akshat Kumar |
| Robust Decision Making for Stochastic Network Design | |
| Akshat Kumar, Arambam James Singh, Pradeep Varakantham, Daniel Sheldon |
| Optimizing Infrastructure Enhancements for Evacuation Planning | |
| Kunal Kumar, Julia Romanski, Pascal Van Hentenryck |
| Preventing Illegal Logging: Simultaneous Optimization of Resource Teams and Tactics for Security | |
| Sara Marie Mc Carthy, Milind Tambe, Christopher Kiekintveld, Meredith L. Gore, Alex Killion |
| Big-Data Mechanisms and Energy-Policy Design | |
| Ankit Pat, Kate Larson, Srinivasen Keshav |
| Intelligent Habitat Restoration Under Uncertainty | |
| Tommaso Urli, Jana Brotánková, Philip Kilby, Pascal Van Hentenryck |
| Adaptable Regression Method for Ensemble Consensus Forecasting | |
| John K. Williams, Peter P. Neilley, Joseph P. Koval, Jeff McDonald |
Special Track: Integrated AI Capabilities
| Affective Personalization of a Social Robot Tutor for Children’s Second Language Skills | |
| Goren Gordon, Samuel Spaulding, Jacqueline Kory Westlund, Jin Joo Lee, Luke Plummer, Marayna Martinez, Madhurima Das, Cynthia Breazeal |
EAAI Symposium Full Paper
| From the Lab to the Classroom and Beyond: Extending a Game-Based Research Platform for Teaching AI to Diverse Audiences | |
| Nicole Sintov, Debarun Kar, Thanh Nguyen, Fei Fang, Kevin Hoffman, Arnaud Lyet, Milind Tambe |
EAAI Symposium Poster Paper
| IRobot: Teaching the Basics of Artificial Intelligence in High Schools | |
| Harald Burgsteiner, Martin Kandlhofer, Gerald Steinbauer |
| Teaching Automated Strategic Reasoning Using Capstone Tournaments | |
| Oscar Veliz, Marcus Gutierrez, Christopher Kiekintveld |
Student Abstracts
| Connecting the Dots Using Contextual Information Hidden in Text and Images | |
| Md Abdul Kader, Sheikh Motahar Naim, Arnold P. Boedihardjo, M. Shahriar Hossain |
| Monte Carlo Tree Search for Multi-Robot Task Allocation | |
| Bilal Kartal, Ernesto Nunes, Julio Godoy, Maria Gini |
| Hierarchy Prediction in Online Communities | |
| Denys Katerenchuk, Andrew Rosenberg |
| A Word Embedding and a Josa Vector for Korean Unsupervised Semantic Role Induction | |
| Kyeong-Min Nam, Yu-Seop Kim |
Doctoral Consortium
| Privacy Management in Agent-Based Social Networks | |
| Nadin Kokciyan |
What's Hot Papers
| What's Hot in Intelligent User Interfaces | |
| Shimei Pan, Oliver Brdiczka, Giuseppe Carenini, Duen Horng Chau, Per Ola Kristensson |
| Competition of Distributed and Multiagent Planners (CoDMAP) | |
| Michal Štolba, Antonín Komenda, Daniel L. Kovacs |
Demonstration Papers
| Artificial Intelligence for Predictive and Evidence Based Architecture Design | |
| Mehul Bhatt, Jakob Suchan, Carl Schultz, Vasiliki Kondyli, Saurabh Goyal |
| co-rank: An Online Tool for Collectively Deciding Efficient Rankings Among Peers | |
| Ioannis Caragiannis, George A. Krimpas, Marianna Panteli, Alexandros A. Voudouris |
| Predicting Gaming Related Properties from Twitter Accounts | |
| 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 | |
| Soujanya Lanka, Deepika Pathania, Pooja Kushalappa, Pradeep Varakantham |
| Using Convolutional Neural Networks to Analyze Function Properties from Images | |
| Yoad Lewenberg, Yoram Bachrach, Ian Kash, Peter Key |
| WWDS APIs: Application Programming Interfaces for Efficient Manipulation of World WordNet Database Structure | |
| Hanumant Redkar, Sudha Bhingardive, Kevin Patel, Pushpak Bhattacharyya, Neha Prabhugaonkar, Apurva Nagvenkar, Ramdas Karmali |
| Productive Aging through Intelligent Personalized Crowdsourcing | |
| Han Yu, Chunyan Miao, Siyuan Liu, Zhengxiang Pan, Nur Syahidah Bte Khalid, Zhiqi Shen, Cyril Leung |
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