Presentations and Authors


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Applications

Taming the Matthew Effect in Online Markets with Social Influence PDF
Franco Berbeglia, Pascal Van Hentenryck
A Leukocyte Detection Technique in Blood Smear Images Using Plant Growth Simulation Algorithm PDF
Deblina Bhattacharjee, Anand Paul

Artificial Intelligence and the Web

Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation PDF
Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon

Game Theory and Economic Paradigms

Complexity of Manipulating Sequential Allocation PDF
Haris Aziz, Sylvain Bouveret, Jérôme Lang, Simon Mackenzie
Nash Stability in Social Distance Games PDF
Alkida Balliu, Michele Flammini, Giovanna Melideo, Dennis Olivetti
On Pareto Optimality in Social Distance Games PDF
Alkida Balliu, Michele Flammini, Dennis Olivetti
Team-Maxmin Equilibrium: Efficiency Bounds and Algorithms PDF
Nicola Basilico, Andrea Celli, Giuseppe De Nittis, Nicola Gatti
A Study of Compact Reserve Pricing Languages PDF
MohammadHossein Bateni, Hossein Esfandiary, Vahab Mirrokni, Saeed Seddighin
Faster and Simpler Algorithm for Optimal Strategies of Blotto Game PDF
Soheil Behnezhad, Sina Dehghani, Mahsa Derakhshan, MohammadTaghi Hajiaghayi, Saeed Seddighin
Preference Elicitation For Participatory Budgeting PDF
Gerdus Benade, Swaprava Nath, Ariel D. Procaccia, Nisarg Shah
Exclusion Method for Finding Nash Equilibrium in Multiplayer Games PDF
Kimmo Berg, Tuomas Sandholm
Teams in Online Scheduling Polls: Game-Theoretic Aspects PDF
Robert Bredereck, Jiehua Chen, Rolf Niedermeier, Svetlana Obraztsova, Nimrod Talmon
Probably Approximately Efficient Combinatorial Auctions via Machine Learning PDF
Gianluca Brero, Benjamin Lubin, Sven Seuken
Phragmén’s Voting Methods and Justified Representation PDF
Markus Brill, Rupert Freeman, Svante Janson, Martin Lackner
Multiwinner Approval Rules as Apportionment Methods PDF
Markus Brill, Jean-Francois Laslier, Piotr Skowron
Dynamic Thresholding and Pruning for Regret Minimization PDF
Noam Brown, Christian Kroer, Tuomas Sandholm
Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games PDF
Karel Horák, Branislav Bošanský, Michal Pěchouček
Proportional Justified Representation PDF
Luis Sánchez-Fernández, Edith Elkind, Martin Lackner, Norberto Fernández, Jesús A. Fisteus, Pablo Basanta Val, Piotr Skowron

Heuristic Search and Optimization

Efficient Parameter Importance Analysis via Ablation with Surrogates PDF
Andre Biedenkapp, Marius Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger Hoos
Problem Difficulty and the Phase Transition in Heuristic Search PDF
Eldan Cohen, J. Christopher Beck
Grid Pathfinding on the 2k Neighborhoods PDF
Nicolas Rivera, Carlos Hernández, Jorge A. Baier

Human-Aware Artificial Intelligence

Collaborative Planning with Encoding of Users' High-Level Strategies PDF
Joseph Kim, Christopher J. Banks, Julie A. Shah

Human Computation and Crowd Sourcing

Pairwise HITS: Quality Estimation from Pairwise Comparisons in Creator-Evaluator Crowdsourcing Process PDF
Takeru Sunahase, Yukino Baba, Hisashi Kashima

Humans and Artificial Intelligence

Psychologically Based Virtual-Suspect for Interrogative Interview Training PDF
Moshe Bitan, Galit Nahari, Zvi Nisin, Ariel Roth, Sarit Kraus

Knowledge Representation and Reasoning

Abstraction in Situation Calculus Action Theories PDF
Bita Banihashemi, Giuseppe De Giacomo, Yves Lesperance
Source Information Disclosure in Ontology-Based Data Integration PDF
Michael Benedikt, Bernardo Cuenca Grau, Egor V. Kostylev
Ontology-Mediated Queries for Probabilistic Databases PDF
Stefan Borgwardt, Ismail Ilkan Ceylan, Thomas Lukasiewicz
Ontology-Based Data Access with a Horn Fragment of Metric Temporal Logic PDF
Sebastian Brandt, Elem Güzel Kalaycı, Roman Kontchakov, Vladislav Ryzhikov, Guohui Xiao, Michael Zakharyaschev
Solving Advanced Argumentation Problems with Answer-Set Programming PDF
Gerhard Brewka, Martin Diller, Georg Heissenberger, Thomas Linsbichler, Stefan Woltran
Checking the Consistency of Combined Qualitative Constraint Networks PDF
Quentin Cohen-Solal, Maroua Bouzid, Alexandre Niveau
The Symbolic Interior Point Method PDF
Martin Mladenov, Vaishak Belle, Kristian Kersting

Machine Learning Applications

Explicit Defense Actions Against Test-Set Attacks PDF
Scott Alfeld, Xiaojin Zhu, Paul Barford
Multidimensional Scaling on Multiple Input Distance Matrices PDF
Song Bai, Xiang Bai, Longin Jan Latecki, Qi Tian
ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets PDF
Sakyajit Bhattacharya, Vaibhav Rajan, Harsh Shrivastava
Contextual RNN-GANs for Abstract Reasoning Diagram Generation PDF
Viveka Kulharia, Arnab Ghosh, Amitabha Mukerjee, Vinay Namboodiri, Mohit Bansal
Knowing What to Ask: A Bayesian Active Learning Approach to the Surveying Problem PDF
Yoad Lewenberg, Yoram Bachrach, Ulrich Paquet, Jeffrey S. Rosenschein
Low-Rank Linear Cold-Start Recommendation from Social Data PDF
Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Lexing Xie, Darius Braziunas

Machine Learning Methods

The Option-Critic Architecture PDF
Pierre-Luc Bacon, Jean Harb, Doina Precup
Label Efficient Learning by Exploiting Multi-Class Output Codes PDF
Maria Florina Balcan, Travis Dick, Yishay Mansour
Robust Partially-Compressed Least-Squares PDF
Stephen Becker, Ban Kawas, Marek Petrik
Learning Residual Alternating Automata PDF
Sebastian Berndt, Maciej Liśkiewicz, Matthias Lutter, Rüdiger Reischuk
Resource Constrained Structured Prediction PDF
Tolga Bolukbasi, Kai-Wei Chang, Joseph Wang, Venkatesh Saligrama
Scalable Multitask Policy Gradient Reinforcement Learning PDF
Salam El Bsat, Haitham Bou Ammar, Matthew E. Taylor
From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach PDF
Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
On Learning High Dimensional Structured Single Index Models PDF
Ravi Ganti, Nikhil Rao, Laura Balzano, Rebecca Willett, Robert Nowak
Sampling Beats Fixed Estimate Predictors for Cloning Stochastic Behavior in Multiagent Systems PDF
Brian Hrolenok, Byron Boots, Tucker Hybinette Balch
Denoising Criterion for Variational Auto-Encoding Framework PDF
Daniel Im Jiwoong Im, Sungjin Ahn, Roland Memisevic, Yoshua Bengio
Transfer Reinforcement Learning with Shared Dynamics PDF
Romain Laroche, Merwan Barlier
Where to Add Actions in Human-in-the-Loop Reinforcement Learning PDF
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović
Importance Sampling with Unequal Support PDF
Philip S. Thomas, Emma Brunskill
Variable Kernel Density Estimation in High-Dimensional Feature Spaces PDF
Christiaan Maarten van der Walt, Etienne Barnard
Unbiased Multivariate Correlation Analysis PDF
Yisen Wang, Simone Romano, Vinh Nguyen, James Bailey, Xingjun Ma, Shu-Tao Xia

Multiagent Systems

Nurturing Group-Beneficial Information-Gathering Behaviors Through Above-Threshold Criteria Setting PDF
Igor Rochlin, David Sarne, Maytal Bremer, Ben Grynhaus

Natural Language Processing and Machine Learning

Bayesian Neural Word Embedding PDF
Oren Barkan
Geometry of Compositionality PDF
Hongyu Gong, Suma Bhat, Pramod Viswanath
Coherent Dialogue with Attention-Based Language Models PDF
Hongyuan Mei, Mohit Bansal, Matthew R. Walter
Definition Modeling: Learning to Define Word Embeddings in Natural Language PDF
Thanapon Noraset, Chen Liang, Larry Birnbaum, Doug Downey
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation PDF
Iulian Vlad Serban, Tim Klinger, Gerald Tesauro, Kartik Talamadupula, Bowen Zhou, Yoshua Bengio, Aaron Courville
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues PDF
Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron Courville, Yoshua Bengio

Natural Language Processing and Text Mining

Bootstrapping Distantly Supervised IE Using Joint Learning and Small Well-Structured Corpora PDF
Lidong Bing, Bhuwan Dhingra, Kathryn Mazaitis, Jong Hyuk Park, William W. Cohen
Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization PDF
Piji Li, Zihao Wang, Wai Lam, Zhaochun Ren, Lidong Bing

Planning and Scheduling

Plan Reordering and Parallel Execution — A Parameterized Complexity View PDF
Meysam Aghighi, Christer Bäckström
Robust Execution of Probabilistic Temporal Plans PDF
Kyle Lund, Sam Dietrich, Scott Chow, James C. Boerkoel
Higher-Dimensional Potential Heuristics for Optimal Classical Planning PDF
Florian Pommerening, Malte Helmert, Blai Bonet

Reasoning under Uncertainty

Open-Universe Weighted Model Counting PDF
Vaishak Belle
Deterministic versus Probabilistic Methods for Searching for an Evasive Target PDF
Sara Bernardini, Maria Fox, Derek Long, Chiara Piacentini
Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces PDF
Alberto Camacho, Eleni Triantafillou, Christian Muise, Jorge A. Baier, Sheila A. McIlraith
Causal Effect Identification by Adjustment under Confounding and Selection Biases PDF
Juan D. Correa, Elias Bareinboim
I See What You See: Inferring Sensor and Policy Models of Human Real-World Motor Behavior PDF
Felix Schmitt, Hans-Joachim Bieg, Michael Herman, Constantin A. Rothkopf

Robotics

Associate Latent Encodings in Learning from Demonstrations PDF
Hang Yin, Francisco S. Melo, Aude Billard, Ana Paiva

Vision

Regularized Diffusion Process for Visual Retrieval PDF
Song Bai, Xiang Bai, Qi Tian, Longin Jan Latecki
Active Video Summarization: Customized Summaries via On-line Interaction with the User PDF
Ana Garcia del Molino, Xavier Boix, Joo-Hwee Lim, Ah-Hwee Tan
TextBoxes: A Fast Text Detector with a Single Deep Neural Network PDF
Minghui Liao, Baoguang Shi, Xiang Bai, Xinggang Wang, Wenyu Liu
Efficient Object Instance Search Using Fuzzy Objects Matching PDF
Tan Yu, Yuwei Wu, Sreyasee Bhattacharjee, Junsong Yuan

Special Track on Cognitive Systems

Analogical Chaining with Natural Language Instruction for Commonsense Reasoning PDF
Joseph A. Blass, Kenneth D. Forbus
Inductive Reasoning about Ontologies Using Conceptual Spaces PDF
Zied Bouraoui, Shoaib Jameel, Steven Schockaert
Integrating the Cognitive with the Physical: Musical Path Planning for an Improvising Robot PDF
Mason Bretan, Gil Weinberg
Reactive Versus Anticipative Decision Making in a Novel Gift-Giving Game PDF
Elias Fernández Domingos, Juan Carlos Burguillo, Tom Lenaerts
Towards Continuous Scientific Data Analysis and Hypothesis Evolution PDF
Yolanda Gil, Daniel Garijo, Varun Ratnakar, Rajiv Mayani, Ravali Adusumilli, Hunter Boyce, Arunima Srivastava, Parag Mallick
Scanpath Complexity: Modeling Reading Effort Using Gaze Information PDF
Abhijit Mishra, Diptesh Kanojia, Seema Nagar, Kuntal Dey, Pushpak Bhattacharyya

Special Track on Computational Sustainability

Matrix Factorisation for Scalable Energy Breakdown PDF
Nipun Batra, Hongning Wang, Amarjeet Singh, Kamin Whitehouse
Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data PDF
Souhaib Ben Taieb, Jiafan Yu, Mateus Neves Barreto, Ram Rajagopal
Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning PDF
Andre R. Goncalves, Arindam Banerjee, Fernando J. Von Zuben
Fast-Tracking Stationary MOMDPs for Adaptive Management Problems PDF
Martin Péron, Kai Helge Becker, Peter Bartlett, Iadine Chadès

Special Track on Integrated Systems

Healthy Cognitive Aging: A Hybrid Random Vector Functional-Link Model for the Analysis of Alzheimer’s Disease PDF
Peng Dai, Femida Gwadry-Sridhar, Michael Bauer, Michael Borrie, Xue Teng

EAAI Symposium Full Papers

ARTY: Fueling Creativity through Art, Robotics and Technology for Youth PDF
Debra T. Burhans, Karthik Dantu

EAAI Model AI Assignments

Model AI Assignments 2017 PDF
Todd W. Neller, Joshua Eckroth, Sravana Reddy, Joshua Ziegler, Jason Bindewald, Gilbert Peterson, Thomas Way, Paula Matuszek, Lillian Cassel, Mary-Angela Papalaskari, Carol Weiss, Ariel Anders, Sertac Karaman

Senior Member Blue Sky

Why Teaching Ethics to AI Practitioners Is Important PDF
Judy Goldsmith, Emanuelle Burton

Student Abstracts

Learning Options in Multiobjective Reinforcement Learning PDF
Rodrigo Cesar Bonini, Felipe Leno da Silva, Anna Helena Reali Costa
Towards User Personality Profiling from Multiple Social Networks PDF
Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua
Coordinating Human and Agent Behavior in Collective-Risk Scenarios PDF
Elias Fernández Domingos, Juan Carlos Burguillo, Ann Nowé, Tom Lenaerts
Handwriting Profiling Using Generative Adversarial Networks PDF
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
Cycle-Based Singleton Local Consistencies PDF
Robert J. Woodward, Berthe Y. Choueiry, Christian Bessiere

What's Hot

SAT Competition 2016: Recent Developments PDF
Tomas Balyo, Marijn J. H. Heule, Matti Jarvisalo
Automated Negotiating Agents Competition (ANAC) PDF
Catholijn M. Jonker, Reyhan Aydogan, Tim Baarslag, Katsuhide Fujita, Takayuki Ito, Koen Hindriks

Demonstrations

Deep Music: Towards Musical Dialogue PDF
Mason Bretan, Sageev Oore, Jesse Engel, Douglas Eck, Larry Heck
AniDraw: When Music and Dance Meet Harmoniously PDF
Yaohua Bu, Tang Taoran, Jia Jia, Ma Zhiyuan, Wu Songyao, You Yuming
Efficient Clinical Concept Extraction in Electronic Medical Records PDF
Yufan Guo, Deepika Kakrania, Tyler Baldwin, Tanveer Syeda-Mahmood
Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System PDF
Ting-Yao Hu, Chirag Raman, Salvador Medina Maza, Liangke Gui, Tadas Baltrusaitis, Robert Frederking, Louis-Philippe Morency, Alan W. Black, Maxine Eskenazi
Sarcasm Suite: A Browser-Based Engine for Sarcasm Detection and Generation PDF
Aditya Joshi, Diptesh Kanojia, Pushpak Bhattacharyya, Mark Carman
Natural Language Dialogue for Building and Learning Models and Structures PDF
Ian Perera, James F. Allen, Lucian Galescu, Choh Man Teng, Mark Burstein, Scott Friedman, David McDonald, Jeffrey Rye


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