Presentations and Authors


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Applications

SnapNETS: Automatic Segmentation of Network Sequences with Node Labels PDF
Sorour E. Amiri, Liangzhe Chen, B. Aditya Prakash
A Leukocyte Detection Technique in Blood Smear Images Using Plant Growth Simulation Algorithm PDF
Deblina Bhattacharjee, Anand Paul

Artificial Intelligence and the Web

Marrying Uncertainty and Time in Knowledge Graphs PDF
Melisachew Wudage Chekol, Giuseppe Pirrò, Joerg Schoenfisch, Heiner Stuckenschmidt
Community Preserving Network Embedding PDF
Xiao Wang, Peng Cui, Jing Wang, Jian Pei, Wenwu Zhu, Shiqiang Yang
Multiple Source Detection without Knowing the Underlying Propagation Model PDF
Zheng Wang, Chaokun Wang, Jisheng Pei, Xiaojun Ye

Game Theory and Economic Paradigms

Preference Elicitation For Participatory Budgeting PDF
Gerdus Benade, Swaprava Nath, Ariel D. Procaccia, Nisarg Shah
Winner Determination in Huge Elections with MapReduce PDF
Theresa Csar, Martin Lackner, Reinhard Pichler, Emanuel Sallinger
The Complexity of Stable Matchings under Substitutable Preferences PDF
Yuan Deng, Debmalya Panigrahi, Bo Waggoner
Small Representations of Big Kidney Exchange Graphs PDF
John P. Dickerson, Aleksandr M. Kazachkov, Ariel D. Procaccia, Tuomas Sandholm
Crowdsourced Outcome Determination in Prediction Markets PDF
Rupert Freeman, Sebastien Lahaie, David M. Pennock
Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games PDF
Karel Horák, Branislav Bošanský, Michal Pěchouček
Group Activity Selection on Social Networks PDF
Ayumi Igarashi, Dominik Peters, Edith Elkind
Recognising Multidimensional Euclidean Preferences PDF
Dominik Peters
Preferences Single-Peaked on a Circle PDF
Dominik Peters, Martin Lackner
Psychological Forest: Predicting Human Behavior PDF
Ori Plonsky, Ido Erev, Tamir Hazan, Moshe Tennenholtz

Heuristic Search and Optimization

Reactive Dialectic Search Portfolios for MaxSAT PDF
Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney

Humans and Artificial Intelligence

PIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering PDF
Hannah Kim, Jaegul Choo, Changhyun Lee, Hanseung Lee, Chandan K. Reddy, Haesun Park

Machine Learning Applications

DeepFix: Fixing Common C Language Errors by Deep Learning PDF
Rahul Gupta, Soham Pal, Aditya Kanade, Shirish Shevade
Knowing What to Ask: A Bayesian Active Learning Approach to the Surveying Problem PDF
Yoad Lewenberg, Yoram Bachrach, Ulrich Paquet, Jeffrey S. Rosenschein
Enabling Dark Energy Science with Deep Generative Models of Galaxy Images PDF
Siamak Ravanbakhsh, Francois Lanusse, Rachel Mandelbaum, Jeff Schneider, Barnabas Poczos
Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay PDF
Haiyan Yin, Sinno Jialin Pan

Machine Learning Methods

The Option-Critic Architecture PDF
Pierre-Luc Bacon, Jean Harb, Doina Precup
Robust Partially-Compressed Least-Squares PDF
Stephen Becker, Ban Kawas, Marek Petrik
Estimating the Maximum Expected Value in Continuous Reinforcement Learning Problems PDF
Carlo D'Eramo, Alessandro Nuara, Matteo Pirotta, Marcello Restelli
Low-Rank Factorization of Determinantal Point Processes PDF
Mike Gartrell, Ulrich Paquet, Noam Koenigstein
Twin Learning for Similarity and Clustering: A Unified Kernel Approach PDF
Zhao Kang, Chong Peng, Qiang Cheng
Where to Add Actions in Human-in-the-Loop Reinforcement Learning PDF
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović
When and Why Are Deep Networks Better Than Shallow Ones? PDF
Hrushikesh Mhaskar, Qianli Liao, Tomaso Poggio
Tsallis Regularized Optimal Transport and Ecological Inference PDF
Boris Muzellec, Richard Nock, Giorgio Patrini, Frank Nielsen
Unimodal Thompson Sampling for Graph-Structured Arms PDF
Stefano Paladino, Francesco Trovò, Marcello Restelli, Nicola Gatti
Accelerated Gradient Temporal Difference Learning PDF
Yangchen Pan, Adam White, Martha White
A General Framework for Sparsity Regularized Feature Selection via Iteratively Reweighted Least Square Minimization PDF
Hanyang Peng, Yong Fan
Cascade Subspace Clustering PDF
Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi
Column Networks for Collective Classification PDF
Trang Pham, Truyen Tran, Dinh Phung, Svetha Venkatesh
Distant Domain Transfer Learning PDF
Ben Tan, Yu Zhang, Sinno Jialin Pan, Qiang Yang
Policy Search with High-Dimensional Context Variables PDF
Voot Tangkaratt, Herke van Hoof, Simone Parisi, Gerhard Neumann, Jan Peters, Masashi Sugiyama
Coactive Critiquing: Elicitation of Preferences and Features PDF
Stefano Teso, Paolo Dragone, Andrea Passerini

Multiagent Systems

Improving Surveillance Using Cooperative Target Observation PDF
Rashi Aswani, Sai Krishna Munnangi, Praveen Paruchuri

Natural Language Processing and Machine Learning

Recurrent Attentional Topic Model PDF
Shuangyin Li, Yu Zhang, Rong Pan, Mingzhi Mao, Yang Yang
Incrementally Learning the Hierarchical Softmax Function for Neural Language Models PDF
Hao Peng, Jianxin Li, Yangqiu Song, Yaopeng Liu
Condensed Memory Networks for Clinical Diagnostic Inferencing PDF
Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri
Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network PDF
Keisuke Sakaguchi, Kevin Duh, Matt Post, Benjamin Van Durme
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
Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms PDF
Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao
Neural Models for Sequence Chunking PDF
Feifei Zhai, Saloni Potdar, Bing Xiang, Bowen Zhou
Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision PDF
Meng Zhang, Haoruo Peng, Yang Liu, Huanbo Luan, Maosong Sun
Learning Context-Specific Word/Character Embeddings PDF
Xiaoqing Zheng, Jiangtao Feng, Yi Chen, Haoyuan Peng, Wenqing Zhang

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
Automatic Emphatic Information Extraction from Aligned Acoustic Data and Its Application on Sentence Compression PDF
Yanju Chen, Rong Pan
Word Embedding Based Correlation Model for Question/Answer Matching PDF
Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong

Planning and Scheduling

On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment PDF
Giuseppe De Giacomo, Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi
Landmark-Based Heuristics for Goal Recognition PDF
Ramon Fraga Pereira, Nir Oren, Felipe Meneguzzi
Fast SSP Solvers Using Short-Sighted Labeling PDF
Luis Enrique Pineda, Kyle Hollins Wray, Shlomo Zilberstein
Higher-Dimensional Potential Heuristics for Optimal Classical Planning PDF
Florian Pommerening, Malte Helmert, Blai Bonet

Reasoning under Uncertainty

Minimal Undefinedness for Fuzzy Answer Sets PDF
Mario Alviano, Giovanni Amendola, Rafael Peñaloza
Deterministic versus Probabilistic Methods for Searching for an Evasive Target PDF
Sara Bernardini, Maria Fox, Derek Long, Chiara Piacentini
Optimizing Expectation with Guarantees in POMDPs PDF
Krishnendu Chatterjee, Petr Novotný, Guillermo A. Pérez, Jean-François Raskin, Đorđe Žikelić

Robotics

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

Search and Constraint Satisfaction

Soft and Cost MDD Propagators PDF
Guillaume Perez, Jean-Charles Régin
CoCoA: A Non-Iterative Approach to a Local Search (A)DCOP Solver PDF
Cornelis Jan van Leeuwen, Przemyslaw Pawelczak

Vision

Deep Manifold Learning of Symmetric Positive Definite Matrices with Application to Face Recognition PDF
Zhen Dong, Su Jia, Chi Zhang, Mingtao Pei, Yuwei Wu
Sherlock: Scalable Fact Learning in Images PDF
Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal
Weakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image Classification PDF
Xiangteng He, Yuxin Peng
Fully Convolutional Neural Networks with Full-Scale-Features for Semantic Segmentation PDF
Tianxiang Pan, Bin Wang, Guiguang Ding, Jun-Hai Yong
Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters PDF
A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo
Leveraging Saccades to Learn Smooth Pursuit: A Self-Organizing Motion Tracking Model Using Restricted Boltzmann Machines PDF
Arjun Yogeswaran, Pierre Payeur
Face Hallucination with Tiny Unaligned Images by Transformative Discriminative Neural Networks PDF
Xin Yu, Fatih Porikli

Special Track on Cognitive Systems

Semantic Proto-Role Labeling PDF
Adam Teichert, Adam Poliak, Benjamin Van Durme, Matthew R. Gormley

Special Track on Computational Sustainability

Counting-Based Reliability Estimation for Power-Transmission Grids PDF
Leonardo Duenas-Osorio, Kuldeep S. Meel, Roger Paredes, Moshe Y. Vardi
Fast-Tracking Stationary MOMDPs for Adaptive Management Problems PDF
Martin Péron, Kai Helge Becker, Peter Bartlett, Iadine Chadès
Extracting Urban Microclimates from Electricity Bills PDF
Thuy Vu, D. Stott Parker

EAAI Symposium Full Papers

Recovering Concept Prerequisite Relations from University Course Dependencies PDF
Chen Liang, Jianbo Ye, Zhaohui Wu, Bart Pursel, C. Lee Giles

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

Getting More Out of the Exposed Structure in Constraint Programming Models of Combinatorial Problems PDF
Gilles Pesant

Senior Member Summary Talks

Latent Tree Analysis PDF
Nevin L. Zhang, Leonard K. M. Poon

Student Abstracts

Frame-Based Ontology Alignment PDF
Luigi Asprino, Valentina Presutti, Aldo Gangemi, Paolo Ciancarini
Discovering Conversational Dependencies between Messages in Dialogs PDF
Wenchao Du, Pascal Poupart, Wei Xu
Redesigning Stochastic Environments for Maximized Utility PDF
Sarah Keren, Avigdor Gal, Erez Karpas, Luis Pineda, Shlomo Zilberstein

Doctoral Consortium

Modelling Familiarity for Intelligent Personalized Social Mobilization PDF
Zhengxiang Pan

Demonstrations

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
From Semantic Models to Cognitive Buildings PDF
Joern Ploennigs, Anika Schumann


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