Presentations and Authors


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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

Technical Papers: AI and the Web

Top-N Recommender System via Matrix Completion PDF
Zhao Kang, Chong Peng, Qiang Cheng
Supervised Hashing via Uncorrelated Component Analysis PDF
SungRyull Sohn, Hyunwoo Kim, Junmo Kim
Column-Oriented Datalog Materialization for Large Knowledge Graphs PDF
Jacopo Urbani, Ceriel Jacobs, Markus Krötzsch
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

Egocentric Video Search via Physical Interactions PDF
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 PDF
Simina Brânzei, Ioannis Caragiannis, David Kurokawa, Ariel D. Procaccia
Using Correlated Strategies for Computing Stackelberg Equilibria in Extensive-Form Games PDF
Jiri Cermak, Branislav Bosansky, Karel Durkota, Viliam Lisy, Christopher Kiekintveld
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
Optimizing Personalized Email Filtering Thresholds to Mitigate Sequential Spear Phishing Attacks PDF
Mengchen Zhao, Bo An, Christopher Kiekintveld

Technical Papers: Heuristic Search and Optimization

CAPReS: Context Aware Persona Based Recommendation for Shoppers PDF
Joydeep Banerjee, Gurulingesh Raravi, Manoj Gupta, Sindhu K. Ernala, Shruti Kunde, Koustuv Dasgupta
Look-Ahead with Mini-Bucket Heuristics for MPE PDF
Rina Dechter, Kalev Kask, William Lam, Javier Larrosa
Learning to Branch in Mixed Integer Programming PDF
Elias Boutros Khalil, Pierre Le Bodic, Le Song, George Nemhauser, Bistra Dilkina
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

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

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

A Comparative Study of Ranking-Based Semantics for Abstract Argumentation PDF
Elise Bonzon, Jérôme Delobelle, Sébastien Konieczny, Nicolas Maudet
Logical Foundations of Privacy-Preserving Publishing of Linked Data PDF
Bernardo Cuenca Grau, Egor V. Kostylev
A Model for Learning Description Logic Ontologies Based on Exact Learning PDF
Boris Konev, Ana Ozaki, Frank Wolter
Causal Explanation Under Indeterminism: A Sampling Approach PDF
Christopher A. Merck, Samantha Kleinberg

Technical Papers: Machine Learning Applications

Seeing the Unseen Network: Inferring Hidden Social Ties from Respondent-Driven Sampling PDF
Lin Chen, Forrest W. Crawford, Amin Karbasi
Efficient Learning of Timeseries Shapelets PDF
Lu Hou, James T. Kwok, Jacek M. Zurada
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
Privacy-CNH: A Framework to Detect Photo Privacy with Convolutional Neural Network using Hierarchical Features PDF
Lam Tran, Deguang Kong, Hongxia Jin, Ji Liu

Technical Papers: Machine Learning Methods

Approximate K-Means++ in Sublinear Time PDF
Olivier Bachem, Mario Lucic, S. Hamed Hassani, Andreas Krause
Discriminative Analysis Dictionary Learning PDF
Jun Guo, Yanqing Guo, Xiangwei Kong, Man Zhang, Ran He
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
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
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
Towards Safe Semi-Supervised Learning for Multivariate Performance Measures PDF
Yu-Feng Li, James T. Kwok, Zhi-Hua Zhou
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
Reinforcement Learning with Parameterized Actions PDF
Warwick Masson, Pravesh Ranchod, George Konidaris
Noisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization PDF
Adish Singla, Sebastian Tschiatschek, Andreas Krause
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
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
Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach PDF
Shuo Yang, Tushar Khot, Kristian Kersting, Sriraam Natarajan
On Order-Constrained Transitive Distance Clustering PDF
Zhiding Yu, Weiyang Liu, Wenbo Liu, Yingzhen Yang, Ming Li, B. V. K. Vijaya Kumar
Asynchronous Distributed Semi-Stochastic Gradient Optimization PDF
Ruiliang Zhang, Shuai Zheng, James T. Kwok
Near-Optimal Active Learning of Multi-Output Gaussian Processes PDF
Yehong Zhang, Trong Nghia Hoang, Kian Hsiang Low, Mohan Kankanhalli
Fast Nonsmooth Regularized Risk Minimization with Continuation PDF
Shuai Zheng, Ruiliang Zhang, James T. Kwok

Technical Papers: Multiagent Systems

Target Surveillance in Adversarial Environments Using POMDPs PDF
Maxim Egorov, Mykel J. Kochenderfer, Jaak J. Uudmae
Implicit Coordination in Crowded Multi-Agent Navigation PDF
Julio Erasmo Godoy, Ioannis Karamouzas, Stephen J. Guy, Maria Gini
Model Checking Probabilistic Knowledge: A PSPACE Case PDF
Xiaowei Huang, Marta Kwiatkowska
Exploiting Anonymity in Approximate Linear Programming: Scaling to Large Multiagent MDPs PDF
Philipp Robbel, Frans A. Oliehoek, Mykel J. Kochenderfer

Technical Papers: NLP and Knowledge Representation

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
A Generative Model of Words and Relationships from Multiple Sources PDF
Stephanie L. Hyland, Theofanis Karaletsos, Gunnar Rätsch

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
Character-Aware Neural Language Models PDF
Yoon Kim, Yacine Jernite, David Sontag, Alexander M. Rush
Minimally-Constrained Multilingual Embeddings via Artificial Code-Switching PDF
Michael Wick, Pallika Kanani, Adam Pocock

Technical Papers: NLP and Text Mining

Improving Opinion Aspect Extraction Using Semantic Similarity and Aspect Associations PDF
Qian Liu, Bing Liu, Yuanlin Zhang, Doo Soon Kim, Zhiqiang Gao
A Semi-Supervised Learning Approach to Why-Question Answering PDF
Jong-Hoon Oh, Kentaro Torisawa, Chikara Hashimoto, Ryu Iida, Masahiro Tanaka, Julien Kloetzer
Temporal Topic Analysis with Endogenous and Exogenous Processes PDF
Baiyang Wang, Diego Klabjan

Technical Papers: Planning and Scheduling

Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value PDF
Amir-massoud Farahmand, Daniel N. Nikovski, Yuji Igarashi, Hiroki Konaka
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

Technical Papers: Reasoning under Uncertainty

Exact Sampling with Integer Linear Programs and Random Perturbations PDF
Carolyn Kim, Ashish Sabharwal, Stefano Ermon
Scaling Relational Inference Using Proofs and Refutations PDF
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 PDF
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 PDF
Lele Cao, Ramamohanarao Kotagiri, Fuchun Sun, Hongbo Li, Wenbing Huang, Zay Maung Maung Aye
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

Technical Papers: Vision

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

Special Track: Cognitive Systems

Using Multiple Representations to Simultaneously Learn Computational Thinking and Middle School Science PDF
Satabdi Basu, Gautam Biswas, John S. Kinnebrew
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

Special Track: Computational Sustainability

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
Understanding Dominant Factors for Precipitation over the Great Lakes Region PDF
Soumyadeep Chatterjee, Stefan Liess, Arindam Banerjee, Vipin Kumar
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
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
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

Special Track: Integrated AI Capabilities

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

EAAI Symposium Full Paper

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

EAAI Symposium Poster Paper

IRobot: Teaching the Basics of Artificial Intelligence in High Schools PDF
Harald Burgsteiner, Martin Kandlhofer, Gerald Steinbauer
Teaching Automated Strategic Reasoning Using Capstone Tournaments PDF
Oscar Veliz, Marcus Gutierrez, Christopher Kiekintveld

Student Abstracts

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
A Word Embedding and a Josa Vector for Korean Unsupervised Semantic Role Induction PDF
Kyeong-Min Nam, Yu-Seop Kim

Doctoral Consortium

Privacy Management in Agent-Based Social Networks PDF
Nadin Kokciyan

What's Hot Papers

What's Hot in Intelligent User Interfaces PDF
Shimei Pan, Oliver Brdiczka, Giuseppe Carenini, Duen Horng Chau, Per Ola Kristensson
Competition of Distributed and Multiagent Planners (CoDMAP) PDF
Michal Štolba, Antonín Komenda, Daniel L. Kovacs

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
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
Using Convolutional Neural Networks to Analyze Function Properties from Images PDF
Yoad Lewenberg, Yoram Bachrach, Ian Kash, Peter Key
WWDS APIs: Application Programming Interfaces for Efficient Manipulation of World WordNet Database Structure PDF
Hanumant Redkar, Sudha Bhingardive, Kevin Patel, Pushpak Bhattacharyya, Neha Prabhugaonkar, Apurva Nagvenkar, Ramdas Karmali
Productive Aging through Intelligent Personalized Crowdsourcing PDF
Han Yu, Chunyan Miao, Siyuan Liu, Zhengxiang Pan, Nur Syahidah Bte Khalid, Zhiqi Shen, Cyril Leung


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