Presentations and Authors


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Artificial Intelligence and the Web

Correlated Cascades: Compete or Cooperate PDF
Ali Zarezade, Ali Khodadadi, Mehrdad Farajtabar, Hamid R. Rabiee, Hongyuan Zha

Cognitive Modeling and Cognitive Systems

Associative Memory Using Dictionary Learning and Expander Decoding PDF
Arya Mazumdar, Ankit Singh Rawat

Game Theory and Economic Paradigms

Algorithms for Max-Min Share Fair Allocation of Indivisible Chores PDF
Haris Aziz, Gerhard Rauchecker, Guido Schryen, Toby Walsh
Revenue Maximization for Finitely Repeated Ad Auctions PDF
Jiang Rong, Tao Qin, Bo An, Tie-Yan Liu
Axiomatic Characterization of Game-Theoretic Network Centralities PDF
Oskar Skibski, Tomasz P. Michalak, Talal Rahwan

Heuristic Search and Optimization

Going Beyond Primal Treewidth for (M)ILP PDF
Robert Ganian, Sebastian Ordyniak, M. S. Ramanujan
Automated Data Extraction Using Predictive Program Synthesis PDF
Mohammad Raza, Sumit Gulwani
Grid Pathfinding on the 2k Neighborhoods PDF
Nicolas Rivera, Carlos Hernández, Jorge A. Baier

Humans and Artificial Intelligence

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

Knowledge Representation and Reasoning

On the Computation of Paracoherent Answer Sets PDF
Giovanni Amendola, Carmine Dodaro, Wolfgang Faber, Nicola Leone, Francesco Ricca
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
Efficient Evaluation of Answer Set Programs with External Sources Based on External Source Inlining PDF
Christoph Redl
On Equivalence and Inconsistency of Answer Set Programs with External Sources PDF
Christoph Redl

Machine Learning Applications

ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets PDF
Sakyajit Bhattacharya, Vaibhav Rajan, Harsh Shrivastava
A Framework for Minimal Clustering Modification via Constraint Programming PDF
Chia-Tung Kuo, S. S. Ravi, Thi-Bich-Hanh Dao, Christel Vrain, Ian Davidson
Knowing What to Ask: A Bayesian Active Learning Approach to the Surveying Problem PDF
Yoad Lewenberg, Yoram Bachrach, Ulrich Paquet, Jeffrey S. Rosenschein
A Sparse Dictionary Learning Framework to Discover Discriminative Source Activations in EEG Brain Mapping PDF
Feng Liu, Shouyi Wang, Jay Rosenberger, Jianzhong Su, Hanli Liu
Data-Driven Approximations to NP-Hard Problems PDF
Anton Milan, S. Hamid Rezatofighi, Ravi Garg, Anthony Dick, Ian Reid
Enabling Dark Energy Science with Deep Generative Models of Galaxy Images PDF
Siamak Ravanbakhsh, Francois Lanusse, Rachel Mandelbaum, Jeff Schneider, Barnabas Poczos
Unsupervised Deep Learning for Optical Flow Estimation PDF
Zhe Ren, Junchi Yan, Bingbing Ni, Bin Liu, Xiaokang Yang, Hongyuan Zha

Machine Learning Methods

Scalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning PDF
Apoorv Aggarwal, Sandip Ghoshal, Ankith M. S. Shetty, Suhit Sinha, Ganesh Ramakrishnan, Purushottam Kar, Prateek Jain
The Bernstein Mechanism: Function Release under Differential Privacy PDF
Francesco Aldà, Benjamin I. P. Rubinstein
Heavy-Tailed Analogues of the Covariance Matrix for ICA PDF
Joseph Anderson, Navin Goyal, Anupama Nandi, Luis Rademacher
Learning Residual Alternating Automata PDF
Sebastian Berndt, Maciej Liśkiewicz, Matthias Lutter, Rüdiger Reischuk
PAC Identification of a Bandit Arm Relative to a Reward Quantile PDF
Arghya Roy Chaudhuri, Shivaram Kalyanakrishnan
Estimating the Maximum Expected Value in Continuous Reinforcement Learning Problems PDF
Carlo D'Eramo, Alessandro Nuara, Matteo Pirotta, Marcello Restelli
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
A Nearly-Black-Box Online Algorithm for Joint Parameter and State Estimation in Temporal Models PDF
Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell
On Learning High Dimensional Structured Single Index Models PDF
Ravi Ganti, Nikhil Rao, Laura Balzano, Rebecca Willett, Robert Nowak
Learning Unitary Operators with Help From u(n) PDF
Stephanie L. Hyland, Gunnar Rätsch
Recovering True Classifier Performance in Positive-Unlabeled Learning PDF
Shantanu Jain, Martha White, Predrag Radivojac
Dynamic Action Repetition for Deep Reinforcement Learning PDF
Aravind S. Lakshminarayanan, Sahil Sharma, Balaraman Ravindran
Inductive Pairwise Ranking: Going Beyond the n log(n) Barrier PDF
U.N. Niranjan, Arun Rajkumar
Unimodal Thompson Sampling for Graph-Structured Arms PDF
Stefano Paladino, Francesco Trovò, Marcello Restelli, Nicola Gatti
A General Clustering Agreement Index: For Comparing Disjoint and Overlapping Clusters PDF
Reihaneh Rabbany, Osmar R. Zaïane
Non-Negative Inductive Matrix Completion for Discrete Dyadic Data PDF
Piyush Rai
Online Active Linear Regression via Thresholding PDF
Carlos Riquelme, Ramesh Johari, Baosen Zhang
Unbiased Multivariate Correlation Analysis PDF
Yisen Wang, Simone Romano, Vinh Nguyen, James Bailey, Xingjun Ma, Shu-Tao Xia

Multiagent Systems

Solving Seven Open Problems of Offline and Online Control in Borda Elections PDF
Marc Neveling, Jörg Rothe
Nurturing Group-Beneficial Information-Gathering Behaviors Through Above-Threshold Criteria Setting PDF
Igor Rochlin, David Sarne, Maytal Bremer, Ben Grynhaus

Natural Language Processing and Knowledge Representation

Unit Dependency Graph and Its Application to Arithmetic Word Problem Solving PDF
Subhro Roy, Dan Roth

Natural Language Processing and Text Mining

Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization PDF
Piji Li, Zihao Wang, Wai Lam, Zhaochun Ren, Lidong Bing
Collaborative User Clustering for Short Text Streams PDF
Shangsong Liang, Zhaochun Ren, Emine Yilmaz, Evangelos Kanoulas
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

Validating Domains and Plans for Temporal Planning via Encoding into Infinite-State Linear Temporal Logic PDF
Alessandro Cimatti, Andrea Micheli, Marco Roveri
An Analysis of Monte Carlo Tree Search PDF
Steven James, George Konidaris, Benjamin Rosman
Schematic Invariants by Reduction to Ground Invariants PDF
Jussi Rintanen

Reasoning under Uncertainty

Optimizing Expectation with Guarantees in POMDPs PDF
Krishnendu Chatterjee, Petr Novotný, Guillermo A. Pérez, Jean-François Raskin, Đorđe Žikelić
Misspecified Linear Bandits PDF
Avishek Ghosh, Sayak Ray Chowdhury, Aditya Gopalan
Multi-Objective Influence Diagrams with Possibly Optimal Policies PDF
Radu Marinescu, Abdul Razak, Nic Wilson
Hindsight Optimization for Hybrid State and Action MDPs PDF
Aswin Raghavan, Scott Sanner, Roni Khardon, Prasad Tadepalli, Alan Fern
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

Unsupervised Feature Learning for 3D Scene Reconstruction with Occupancy Maps PDF
Vitor Campanholo Guizilini, Fabio Tozeto Ramos

Search and Constraint Satisfaction

Maximum Model Counting PDF
Daniel J. Fremont, Markus N. Rabe, Sanjit A. Seshia
Phase Transitions for Scale-Free SAT Formulas PDF
Tobias Friedrich, Anton Krohmer, Ralf Rothenberger, Andrew M. Sutton
Between Subgraph Isomorphism and Maximum Common Subgraph PDF
Ruth Hoffmann, Ciaran McCreesh, Craig Reilly
Soft and Cost MDD Propagators PDF
Guillaume Perez, Jean-Charles Régin
Rigging Nearly Acyclic Tournaments Is Fixed-Parameter Tractable PDF
M. S. Ramanujan, Stefan Szeider

Vision

Online Multi-Target Tracking Using Recurrent Neural Networks PDF
Anton Milan, S. Hamid Rezatofighi, Anthony Dick, Ian Reid, Konrad Schindler
Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters PDF
A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo
Privacy-Preserving Human Activity Recognition from Extreme Low Resolution PDF
Michael S. Ryoo, Brandon Rothrock, Charles Fleming, Hyun Jong Yang

Special Track on Cognitive Systems

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

Special Track on Computational Sustainability

Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data PDF
Souhaib Ben Taieb, Jiafan Yu, Mateus Neves Barreto, Ram Rajagopal
Dynamic Optimization of Landscape Connectivity Embedding Spatial-Capture-Recapture Information PDF
Yexiang Xue, Xiaojian Wu, Dana Morin, Bistra Dilkina, Angela Fuller, J. Andrew Royle, Carla P. Gomes

Special Track on Integrated Systems

Learning to Predict Intent from Gaze During Robotic Hand-Eye Coordination PDF
Yosef Razin, Karen Feigh
Vision-Language Fusion for Object Recognition PDF
Sz-Rung Shiang, Stephanie Rosenthal, Anatole Gershman, Jaime Carbonell, Jean Oh
State Projection via AI Planning PDF
Shirin Sohrabi, Anton V. Riabov, Octavian Udrea

EAAI Symposium Full Papers

Dude, Where's My Robot?: A Localization Challenge for Undergraduate Robotics PDF
Paul Ruvolo

EAAI Symposium Poster Papers

Online SPARC for Drawing and Animation PDF
Elias Marcopoulos, Maede Rayatidamavandi, Crisel Suarez, Yuanlin Zhang

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

Strategic Social Network Analysis PDF
Tomasz P. Michalak, Talal Rahwan, Michael Wooldridge

Senior Member Summary Talks

Incidental Supervision: Moving beyond Supervised Learning PDF
Dan Roth

Student Abstracts

Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost PDF
Xingchang Huang, Yanghui Rao, Haoran Xie, Tak-Lam Wong, Fu Lee Wang
Wikitop: Using Wikipedia Category Network to Generate Topic Trees PDF
Saravana Kumar, Prasath Rengarajan, Arockia Xavier Annie
Semantic Interpretation of Social Network Communities PDF
Tushar Maheshwari, Aishwarya N. Reganti, Upendra Kumar, Tanmoy Chakraborty, Amitava Das
A Finite Memory Automaton for Two-Armed Bernoulli Bandit Problems PDF
Ariel Rao
Predicting User Roles from Computer Logs Using Recurrent Neural Networks PDF
Aaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson
User Modeling Using LSTM Networks PDF
Konrad Żołna, Bartłomiej Romański

Doctoral Consortium

Transfer of Knowledge through Collective Learning PDF
Mohammad Rostami

What's Hot

What's Hot in Constraint Programming PDF
Laurent D. Michel, Michel Rueher

Demonstrations

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
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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