Presentations and Authors


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Artificial Intelligence and the Web

A Dependency-Based Neural Reordering Model for Statistical Machine Translation PDF
Christian Hadiwinoto, Hwee Tou Ng
Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems PDF
Yishuang Ning, Jia Jia, Zhiyong Wu, Runnan Li, Yongsheng An, Yanfeng Wang, Helen Meng
Understanding the Semantic Structures of Tables with a Hybrid Deep Neural Network Architecture PDF
Kyosuke Nishida, Kugatsu Sadamitsu, Ryuichiro Higashinaka, Yoshihiro Matsuo
Radon – Rapid Discovery of Topological Relations PDF
Mohamed Ahmed Sherif, Kevin Dreßler, Panayiotis Smeros, Axel-Cyrille Ngonga Ngomo
Expectile Matrix Factorization for Skewed Data Analysis PDF
Rui Zhu, Di Niu, Linglong Kong, Zongpeng Li

Game Theory and Economic Paradigms

Preference Elicitation For Participatory Budgeting PDF
Gerdus Benade, Swaprava Nath, Ariel D. Procaccia, Nisarg Shah
Teams in Online Scheduling Polls: Game-Theoretic Aspects PDF
Robert Bredereck, Jiehua Chen, Rolf Niedermeier, Svetlana Obraztsova, Nimrod Talmon
The Positronic Economist: A Computational System for Analyzing Economic Mechanisms PDF
David Thompson, Neil Newman, Kevin Leyton-Brown

Heuristic Search and Optimization

The Simultaneous Maze Solving Problem PDF
Stefan Funke, Andre Nusser, Sabine Storandt
Dancing with Decision Diagrams: A Combined Approach to Exact Cover PDF
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata

Humans and Artificial Intelligence

Psychologically Based Virtual-Suspect for Interrogative Interview Training PDF
Moshe Bitan, Galit Nahari, Zvi Nisin, Ariel Roth, Sarit Kraus
On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems PDF
Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann

Knowledge Representation and Reasoning

Checking the Consistency of Combined Qualitative Constraint Networks PDF
Quentin Cohen-Solal, Maroua Bouzid, Alexandre Niveau
Small Is Beautiful: Computing Minimal Equivalent EL Concepts PDF
Nadeschda Nikitina, Patrick Koopmann
Compiling Graph Substructures into Sentential Decision Diagrams PDF
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata

Machine Learning Applications

Contextual RNN-GANs for Abstract Reasoning Diagram Generation PDF
Viveka Kulharia, Arnab Ghosh, Amitabha Mukerjee, Vinay Namboodiri, Mohit Bansal
Finding Cut from the Same Cloth: Cross Network Link Recommendation via Joint Matrix Factorization PDF
Arun Reddy Nelakurthi, Jingrui He
FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation PDF
Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen
Learning Implicit Tasks for Patient-Specific Risk Modeling in ICU PDF
Nozomi Nori, Hisashi Kashima, Kazuto Yamashita, Susumu Kunisawa, Yuichi Imanaka
Unsupervised Deep Learning for Optical Flow Estimation PDF
Zhe Ren, Junchi Yan, Bingbing Ni, Bin Liu, Xiaokang Yang, Hongyuan Zha
Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images PDF
Xin Yang, Lequan Yu, Lingyun Wu, Yi Wang, Dong Ni, Jing Qin, Pheng-Ann Heng

Machine Learning Methods

Heavy-Tailed Analogues of the Covariance Matrix for ICA PDF
Joseph Anderson, Navin Goyal, Anupama Nandi, Luis Rademacher
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
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
Bilateral k-Means Algorithm for Fast Co-Clustering PDF
Junwei Han, Kun Song, Feiping Nie, Xuelong Li
Large Graph Hashing with Spectral Rotation PDF
Xuelong Li, Di Hu, Feiping Nie
Balanced Clustering with Least Square Regression PDF
Hanyang Liu, Junwei Han, Feiping Nie, Xuelong Li
Semi-Supervised Classifications via Elastic and Robust Embedding PDF
Yun Liu, Yiming Guo, Hua Wang, Feiping Nie, Heng Huang
Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling PDF
Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander Hauptmann, Qinghua Zheng
Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions PDF
Alejandro Molina, Sriraam Natarajan, Kristian Kersting
Deep Collective Inference PDF
John Moore, Jennifer Neville
Tsallis Regularized Optimal Transport and Ecological Inference PDF
Boris Muzellec, Richard Nock, Giorgio Patrini, Frank Nielsen
The Multivariate Generalised von Mises Distribution: Inference and Applications PDF
Alexandre K. W. Navarro, Jes Frellsen, Richard E. Turner
Querying Partially Labelled Data to Improve a K-nn Classifier PDF
Vu-Linh Nguyen, Sébastien Destercke, Marie-Helene Masson
Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours PDF
Feiping Nie, Guohao Cai, Xuelong Li
Multiclass Capped ℓp-Norm SVM for Robust Classifications PDF
Feiping Nie, Xiaoqian Wang, Heng Huang
Unsupervised Large Graph Embedding PDF
Feiping Nie, Wei Zhu, Xuelong Li
Matching Node Embeddings for Graph Similarity PDF
Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis
Inductive Pairwise Ranking: Going Beyond the n log(n) Barrier PDF
U.N. Niranjan, Arun Rajkumar
Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning PDF
Kun Song, Feiping Nie, Junwei Han, Xuelong Li
Policy Search with High-Dimensional Context Variables PDF
Voot Tangkaratt, Herke van Hoof, Simone Parisi, Gerhard Neumann, Jan Peters, Masashi Sugiyama
Unbiased Multivariate Correlation Analysis PDF
Yisen Wang, Simone Romano, Vinh Nguyen, James Bailey, Xingjun Ma, Shu-Tao Xia
Multi-View Correlated Feature Learning by Uncovering Shared Component PDF
Xiaowei Xue, Feiping Nie, Sen Wang, Xiaojun Chang, Bela Stantic, Min Yao

Multiagent Systems

Solving Seven Open Problems of Offline and Online Control in Borda Elections PDF
Marc Neveling, Jörg Rothe
Collective Multiagent Sequential Decision Making Under Uncertainty PDF
Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau

Natural Language Processing and Knowledge Representation

SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents PDF
Ramesh Nallapati, Feifei Zhai, Bowen Zhou

Natural Language Processing and Machine Learning

S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions PDF
Xian-Ling Mao, Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen
Definition Modeling: Learning to Define Word Embeddings in Natural Language PDF
Thanapon Noraset, Chen Liang, Larry Birnbaum, Doug Downey

Natural Language Processing and Text Mining

What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM PDF
Linmei Hu, Juanzi Li, Liqiang Nie, Xiao-Li Li, Chao Shao

Planning and Scheduling

An Efficient Approach to Model-Based Hierarchical Reinforcement Learning PDF
Zhuoru Li, Akshay Narayan, Tze-Yun Leong

Reasoning under Uncertainty

Optimizing Expectation with Guarantees in POMDPs PDF
Krishnendu Chatterjee, Petr Novotný, Guillermo A. Pérez, Jean-François Raskin, Đorđe Žikelić
The Kernel Kalman Rule — Efficient Nonparametric Inference with Recursive Least Squares PDF
Gregor H. W. Gebhardt, Andras Kupcsik, Gerhard Neumann

Search and Constraint Satisfaction

The Opacity of Backbones PDF
Lane A. Hemaspaandra, David E. Narváez

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
A Multiview-Based Parameter Free Framework for Group Detection PDF
Xuelong Li, Mulin Chen, Feiping Nie, Qi Wang
Leveraging Video Descriptions to Learn Video Question Answering PDF
Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang, Yuan-Hong Liao, Juan Carlos Niebles, Min Sun

Special Track on Cognitive Systems

Scanpath Complexity: Modeling Reading Effort Using Gaze Information PDF
Abhijit Mishra, Diptesh Kanojia, Seema Nagar, Kuntal Dey, Pushpak Bhattacharyya

Special Track on Computational Sustainability

Combining Satellite Imagery and Open Data to Map Road Safety PDF
Alameen Najjar, Shun’ichi Kaneko, Yoshikazu Miyanaga

EAAI Symposium Full Papers

A Monte Carlo Localization Assignment Using a Neato Vacuum with ROS PDF
Zuozhi Yang, Todd W. Neller

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 Summary Talks

Machine Learning for Entity Coreference Resolution: A Retrospective Look at Two Decades of Research PDF
Vincent Ng

Student Abstracts

Coordinating Human and Agent Behavior in Collective-Risk Scenarios PDF
Elias Fernández Domingos, Juan Carlos Burguillo, Ann Nowé, Tom Lenaerts
Bootstrapping with Models: Confidence Intervals for Off-Policy Evaluation PDF
Josiah P. Hanna, Peter Stone, Scott Niekum
Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering PDF
Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
SEAPoT-RL: Selective Exploration Algorithm for Policy Transfer in RL PDF
Akshay Narayan, Zhuoru Li, Tze-Yun Leong
Coalition Structure Generation Utilizing Graphical Representation of Partition Function Games PDF
Kazuki Nomoto, Yuko Sakurai, Makoto Yokoo
Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition PDF
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
Predicting User Roles from Computer Logs Using Recurrent Neural Networks PDF
Aaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson

What's Hot

What's Hot in Evolutionary Computation PDF
Tobias Friedrich, Frank Neumann


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