Presentations and Authors


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Game Theory and Economic Paradigms

Envy-Free Mechanisms with Minimum Number of Cuts PDF
Reza Alijani, Majid Farhadi, Mohammad Ghodsi, Masoud Seddighin, Ahmad S. Tajik
Team-Maxmin Equilibrium: Efficiency Bounds and Algorithms PDF
Nicola Basilico, Andrea Celli, Giuseppe De Nittis, Nicola Gatti
Extensive-Form Perfect Equilibrium Computation in Two-Player Games PDF
Gabriele Farina, Nicola Gatti
Security Games on a Plane PDF
Jiarui Gan, Bo An, Yevgeniy Vorobeychik, Brian Gauch
Engineering Agreement: The Naming Game with Asymmetric and Heterogeneous Agents PDF
Jie Gao, Bo Li, Grant Schoenebeck, Fang-Yi Yu
Vote Until Two of You Agree: Mechanisms with Small Distortion and Sample Complexity PDF
Stephen Gross, Elliot Anshelevich, Lirong Xia

Heuristic Search and Optimization

Automatic Logic-Based Benders Decomposition with MiniZinc PDF
Toby O. Davies, Graeme Gange, Peter J. Stuckey
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

Human-Aware Artificial Intelligence

Predicting Latent Narrative Mood Using Audio and Physiologic Data PDF
Tuka Waddah AlHanai, Mohammad Mahdi Ghassemi

Knowledge Representation and Reasoning

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
Add Data into Business Process Verification: Bridging the Gap between Theory and Practice PDF
Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Sergio Tessaris
Ontology Materialization by Abstraction Refinement in Horn SHOIF PDF
Birte Glimm, Yevgeny Kazakov, Trung-Kien Tran
Number Restrictions on Transitive Roles in Description Logics with Nominals PDF
Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Jean Christoph Jung
Diagnosability Planning for Controllable Discrete Event Systems PDF
Hassan Ibrahim, Philippe Dague, Alban Grastien, Lina Ye, Laurent Simon
Causal Discovery Using Regression-Based Conditional Independence Tests PDF
Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan

Machine Learning Applications

Collaborative Dynamic Sparse Topic Regression with User Profile Evolution for Item Recommendation PDF
Li Gao, Jia Wu, Chuan Zhou, Yue Hu
Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton PDF
Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen
Soft Video Parsing by Label Distribution Learning PDF
Xin Geng, Miaogen Ling
Active Learning with Cross-Class Similarity Transfer PDF
Yuchen Guo, Guiguang Ding, Yue Gao, Jungong Han
DeepFix: Fixing Common C Language Errors by Deep Learning PDF
Rahul Gupta, Soham Pal, Aditya Kanade, Shirish Shevade
Question Difficulty Prediction for READING Problems in Standard Tests PDF
Zhenya Huang, Qi Liu, Enhong Chen, Hongke Zhao, Mingyong Gao, Si Wei, Yu Su, Guoping Hu
Contextual RNN-GANs for Abstract Reasoning Diagram Generation PDF
Viveka Kulharia, Arnab Ghosh, Amitabha Mukerjee, Vinay Namboodiri, Mohit Bansal
Data-Driven Approximations to NP-Hard Problems PDF
Anton Milan, S. Hamid Rezatofighi, Ravi Garg, Anthony Dick, Ian Reid
FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation PDF
Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen
Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks PDF
Yinghuan Shi, Wenbin Li, Yang Gao, Longbing Cao, Dinggang Shen
A Deep Hierarchical Approach to Lifelong Learning in Minecraft PDF
Chen Tessler, Shahar Givony, Tom Zahavy, Daniel J. Mankowitz, Shie Mannor
Beyond Monte Carlo Tree Search: Playing Go with Deep Alternative Neural Network and Long-Term Evaluation PDF
Jinzhuo Wang, Wenmin Wang, Ronggang Wang, Wen Gao
Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval PDF
Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, Xinbo Gao

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
Heavy-Tailed Analogues of the Covariance Matrix for ICA PDF
Joseph Anderson, Navin Goyal, Anupama Nandi, Luis Rademacher
On Learning High Dimensional Structured Single Index Models PDF
Ravi Ganti, Nikhil Rao, Laura Balzano, Rebecca Willett, Robert Nowak
Local Centroids Structured Non-Negative Matrix Factorization PDF
Hongchang Gao, Feiping Nie, Heng Huang
Low-Rank Factorization of Determinantal Point Processes PDF
Mike Gartrell, Ulrich Paquet, Noam Koenigstein
Robust Loss Functions under Label Noise for Deep Neural Networks PDF
Aritra Ghosh, Himanshu Kumar, P. S. Sastry
Exploring Commonality and Individuality for Multi-Modal Curriculum Learning PDF
Chen Gong
MPGL: An Efficient Matching Pursuit Method for Generalized LASSO PDF
Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi
Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected PDF
Aditya Gopalan, Prashanth L. A., Michael Fu, Steve Marcus
Efficient Sparse Low-Rank Tensor Completion Using the Frank-Wolfe Algorithm PDF
Xiawei Guo, Quanming Yao, James Tin-Yau Kwok
Convex Co-Embedding for Matrix Completion with Predictive Side Information PDF
Yuhong Guo
Continuous Conditional Dependency Network for Structured Regression PDF
Chao Han, Mohamed Ghalwash, Zoran Obradovic
Semi-Supervised Adaptive Label Distribution Learning for Facial Age Estimation PDF
Peng Hou, Xin Geng, Zeng-Wei Huo, Jia-Qi Lv
Semi-Supervised Classifications via Elastic and Robust Embedding PDF
Yun Liu, Yiming Guo, Hua Wang, Feiping Nie, Heng Huang
Active Search for Sparse Signals with Region Sensing PDF
Yifei Ma, Roman Garnett, Jeff Schneider
Active Search in Intensionally Specified Structured Spaces PDF
Dino Oglic, Roman Garnett, Thomas Gaertner
Unimodal Thompson Sampling for Graph-Structured Arms PDF
Stefano Paladino, Francesco Trovò, Marcello Restelli, Nicola Gatti
Unsupervised Learning with Truncated Gaussian Graphical Models PDF
Qinliang Su, Xuejun Liao, Chunyuan Li, Zhe Gan, Lawrence Carin
Two-Dimensional PCA with F-Norm Minimization PDF
Qianqian Wang, Quanxue Gao
Fredholm Multiple Kernel Learning for Semi-Supervised Domain Adaptation PDF
Wei Wang, Hao Wang, Chen Zhang, Yang Gao
Rank Ordering Constraints Elimination with Application for Kernel Learning PDF
Ying Xie, Chris H. Q. Ding, Yihong Gong, Zongze Wu
An Exact Penalty Method for Binary Optimization Based on MPEC Formulation PDF
Ganzhao Yuan, Bernard Ghanem
Scalable Feature Selection via Distributed Diversity Maximization PDF
Sepehr Abbasi Zadeh, Mehrdad Ghadiri, Vahab Mirrokni, Morteza Zadimoghaddam
SCOPE: Scalable Composite Optimization for Learning on Spark PDF
Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi, Peng Gao, Wu-Jun Li
Scalable Graph Embedding for Asymmetric Proximity PDF
Chang Zhou, Yuqiong Liu, Xiaofei Liu, Zhongyi Liu, Jun Gao

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

Incorporating Expert Knowledge into Keyphrase Extraction PDF
Sujatha Das Gollapalli, Xiao-li Li, Peng Yang
Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge PDF
Matt Gardner, Jayant Krishnamurthy
Geometry of Compositionality PDF
Hongyu Gong, Suma Bhat, Pramod Viswanath

Planning and Scheduling

Optimizing Quantiles in Preference-Based Markov Decision Processes PDF
Hugo Gilbert, Paul Weng, Yan Xu
Best-First Width Search: Exploration and Exploitation in Classical Planning PDF
Nir Lipovetzky, Hector Geffner

Reasoning under Uncertainty

The Linearization of Belief Propagation on Pairwise Markov Random Fields PDF
Wolfgang Gatterbauer
The Kernel Kalman Rule — Efficient Nonparametric Inference with Recursive Least Squares PDF
Gregor H. W. Gebhardt, Andras Kupcsik, Gerhard Neumann
Misspecified Linear Bandits PDF
Avishek Ghosh, Sayak Ray Chowdhury, Aditya Gopalan

Robotics

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

Vision

DECK: Discovering Event Composition Knowledge from Web Images for Zero-Shot Event Detection and Recounting in Videos PDF
Chuang Gan, Chen Sun, Ram Nevatia
Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network PDF
Quan Gan, Siqi Nie, Shangfei Wang, Qiang Ji
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
Building an End-to-End Spatial-Temporal Convolutional Network for Video Super-Resolution PDF
Jun Guo, Hongyang Chao
Zero-Shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels PDF
Yuchen Guo, Guiguang Ding, Jungong Han, Yue Gao
Video Recovery via Learning Variation and Consistency of Images PDF
Zhouyuan Huo, Shangqian Gao, Weidong Cai, Heng Huang
An Artificial Agent for Robust Image Registration PDF
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu

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
When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems? PDF
Smitha Milli, Falk Lieder, Thomas L. Griffiths
Identifying Useful Inference Paths in Large Commonsense Knowledge Bases by Retrograde Analysis PDF
Abhishek Sharma, Keith M. Goolsbey
Semantic Proto-Role Labeling PDF
Adam Teichert, Adam Poliak, Benjamin Van Durme, Matthew R. Gormley

Special Track on Computational Sustainability

Maximizing the Probability of Arriving on Time: A Practical Q-Learning Method PDF
Zhiguang Cao, Hongliang Guo, Jie Zhang, Frans Oliehoek, Ulrich Fastenrath
Fine-Grained Car Detection for Visual Census Estimation PDF
Timnit Gebru, Jonathan Krause, Yilun Wang, Duyun Chen, Jia Deng, Li Fei-Fei
Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning PDF
Andre R. Goncalves, Arindam Banerjee, Fernando J. Von Zuben
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

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
Vision-Language Fusion for Object Recognition PDF
Sz-Rung Shiang, Stephanie Rosenthal, Anatole Gershman, Jaime Carbonell, Jean Oh

EAAI Symposium Full Papers

A Summer Research Experience in Robotics PDF
Cindy M. Grimm, Alicia Lyman-Holt, William D. Smart
Recovering Concept Prerequisite Relations from University Course Dependencies PDF
Chen Liang, Jianbo Ye, Zhaohui Wu, Bart Pursel, C. Lee Giles

Senior Member Blue Sky

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

Senior Member Summary Talks

Multi-Robot Allocation of Tasks with Temporal and Ordering Constraints PDF
Maria Gini

Student Abstracts

Frame-Based Ontology Alignment PDF
Luigi Asprino, Valentina Presutti, Aldo Gangemi, Paolo Ciancarini
An Advising Framework for Multiagent Reinforcement Learning Systems PDF
Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa
Robust Stable Marriage PDF
Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin
Handwriting Profiling Using Generative Adversarial Networks PDF
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
Policy Reuse in Deep Reinforcement Learning PDF
Ruben Glatt, Anna Helena Reali Costa
Redesigning Stochastic Environments for Maximized Utility PDF
Sarah Keren, Avigdor Gal, Erez Karpas, Luis Pineda, Shlomo Zilberstein
Neuron Learning Machine for Representation Learning PDF
Jia Liu, Maoguo Gong, Qiguang Miao
Plan Recognition Design PDF
Reuth Mirsky, Roni Stern, Ya'akov (Kobi) Gal, Meir Kalech

Doctoral Consortium

Improving Deep Reinforcement Learning with Knowledge Transfer PDF
Ruben Glatt, Anna Helena Reali Costa
Problems in Large-Scale Image Classification PDF
Yuchen Guo

What's Hot

What's Hot in Case-Based Reasoning PDF
Ashok Goel, Belen Diaz-Agudo

Demonstrations

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
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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