Presentations and Authors


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AAAI18 - Applications

Algorithms for Trip-Vehicle Assignment in Ride-Sharing PDF
Xiaohui Bei, Shengyu Zhang

AAAI18 - Cognitive Systems

Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering PDF
Somak Aditya, Yezhou Yang, Chitta Baral

AAAI18 - Computational Sustainability and AI

Transferring Decomposed Tensors for Scalable Energy Breakdown Across Regions PDF
Nipun Batra, Yiling Jia, Hongning Wang, Kamin Whitehouse
Scalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Networks PDF
Johan Bjorck, Yiwei Bai, Xiaojian Wu, Yexiang Xue, Mark Whitmore, Carla Gomes
Cellular Network Traffic Scheduling With Deep Reinforcement Learning PDF
Sandeep Chinchali, Pan Hu, Tianshu Chu, Manu Sharma, Manu Bansal, Rakesh Misra, Marco Pavone, Sachin Katti
Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation PDF
Henning Lange, Mario Berges

AAAI18 - Game Theory and Economic Paradigms

Groupwise Maximin Fair Allocation of Indivisible Goods PDF
Siddharth Barman, Arpita Biswas, Sanath Kumar Krishnamurthy, Yadati Narahari
Truthful and Near-Optimal Mechanisms for Welfare Maximization in Multi-Winner Elections PDF
Umang Bhaskar, Varsha Dani, Abheek Ghosh
Multiwinner Elections With Diversity Constraints PDF
Robert Bredereck, Piotr Faliszewski, Ayumi Igarashi, Martin Lackner, Piotr Skowron
A Bayesian Clearing Mechanism for Combinatorial Auctions PDF
Gianluca Brero, Sébastien Lahaie
AIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information Games PDF
Neil Burch, Martin Schmid, Matej Moravcik, Dustin Morill, Michael Bowling
Resource Allocation Polytope Games: Uniqueness of Equilibrium, Price of Stability, and Price of Anarchy PDF
Swapnil Dhamal, Walid Ben-Ameur, Tijani Chahed, Eitan Altman
Traffic Optimization for a Mixture of Self-Interested and Compliant Agents PDF
Guni Sharon, Michael Albert, Tarun Rambha, Stephen Boyles, Peter Stone

AAAI18 - Human-AI Collaboration

A Coverage-Based Utility Model for Identifying Unknown Unknowns PDF
Gagan Bansal, Daniel S. Weld
Human-in-the-Loop SLAM PDF
Samer B. Nashed, Joydeep Biswas

AAAI18 - Human Computation and Crowd Sourcing

AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling PDF
Ryusuke Takahama, Yukino Baba, Nobuyuki Shimizu, Sumio Fujita, Hisashi Kashima

AAAI18 - Humans and AI

Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface PDF
Dalin Zhang, Lina Yao, Xiang Zhang, Sen Wang, Weitong Chen, Robert Boots, Boualem Benatallah

AAAI18 - Knowledge Representation and Reasoning

Combining Rules and Ontologies into Clopen Knowledge Bases PDF
Labinot Bajraktari, Magdalena Ortiz, Mantas Šimkus
How Many Properties Do We Need for Gradual Argumentation? PDF
Pietro Baroni, Antonio Rago, Francesca Toni
Situation Calculus Semantics for Actual Causality PDF
Vitaliy Batusov, Mikhail Soutchanski
Complexity of Verification in Incomplete Argumentation Frameworks PDF
Dorothea Baumeister, Daniel Neugebauer, Jörg Rothe, Hilmar Schadrack
Goal-Driven Query Answering for Existential Rules With Equality PDF
Michael Benedikt, Boris Motik, Efthymia Tsamoura
LTLf/LDLf Non-Markovian Rewards PDF
Ronen I. Brafman, Giuseppe De Giacomo, Fabio Patrizi
Weighted Abstract Dialectical Frameworks PDF
Gerhard Brewka, Hannes Strass, Johannes P. Wallner, Stefan Woltran
Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning About Moving Objects PDF
Jakob Suchan, Mehul Bhatt, Przemysław Wałega, Carl Schultz
Measuring Strong Inconsistency PDF
Markus Ulbricht, Matthias Thimm, Gerhard Brewka
Fairness in Decision-Making — The Causal Explanation Formula PDF
Junzhe Zhang, Elias Bareinboim

AAAI18 - Machine Learning Applications

DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction PDF
Brandon Ballinger, Johnson Hsieh, Avesh Singh, Nimit Sohoni, Jack Wang, Geoffrey H. Tison, Gregory M. Marcus, Jose M. Sanchez, Carol Maguire, Jeffrey E. Olgin, Mark J. Pletcher
CSWA: Aggregation-Free Spatial-Temporal Community Sensing PDF
Jiang Bian, Haoyi Xiong, Yanjie Fu, Sajal K. Das
Multi-Level Variational Autoencoder: Learning Disentangled Representations From Grouped Observations PDF
Diane Bouchacourt, Ryota Tomioka, Sebastian Nowozin
Latent Sparse Modeling of Longitudinal Multi-Dimensional Data PDF
Ko-Shin Chen, Tingyang Xu, Jinbo Bi
AJILE Movement Prediction: Multimodal Deep Learning for Natural Human Neural Recordings and Video PDF
Nancy X. R. Wang, Ali Farhadi, Rajesh P. N. Rao, Bingni W. Brunton

AAAI18 - Machine Learning Methods

Safe Reinforcement Learning via Shielding PDF
Mohammed Alshiekh, Roderick Bloem, Rüdiger Ehlers, Bettina Könighofer, Scott Niekum, Ufuk Topcu
Sample-Efficient Learning of Mixtures PDF
Hassan Ashtiani, Shai Ben-David, Abbas Mehrabian
Learning to Attack: Adversarial Transformation Networks PDF
Shumeet Baluja, Ian Fischer
Online Learning for Structured Loss Spaces PDF
Siddharth Barman, Aditya Gopalan, Aadirupa Saha
ARC: Adversarial Robust Cuts for Semi-Supervised and Multi-Label Classification PDF
Sima Behpour, Wei Xing, Brian D. Ziebart
Estimating the Class Prior in Positive and Unlabeled Data Through Decision Tree Induction PDF
Jessa Bekker, Jesse Davis
Long-Term Image Boundary Prediction PDF
Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz
Algorithms for Generalized Topic Modeling PDF
Avrim Blum, Nika Haghtalab
Bayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure PDF
Aleksandar Bojchevski, Stephan Günnemann
Efficient Probabilistic Performance Bounds for Inverse Reinforcement Learning PDF
Daniel S. Brown, Scott Niekum
Teaching a Machine to Read Maps With Deep Reinforcement Learning PDF
Gino Brunner, Oliver Richter, Yuyi Wang, Roger Wattenhofer
Graph Scan Statistics With Uncertainty PDF
Jose Cadena, Arinjoy Basak, Anil Vullikanti, Xinwei Deng
Reversible Architectures for Arbitrarily Deep Residual Neural Networks PDF
Bo Chang, Lili Meng, Eldad Haber, Lars Ruthotto, David Begert, Elliot Holtham
AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training PDF
Chia-Yu Chen, Jungwook Choi, Daniel Brand, Ankur Agrawal, Wei Zhang, Kailash Gopalakrishnan
Distributional Reinforcement Learning With Quantile Regression PDF
Will Dabney, Mark Rowland, Marc G. Bellemare, Rémi Munos
Lagrangian Constrained Community Detection PDF
Mohadeseh Ganji, James Bailey, Peter J. Stuckey
Topic Modeling on Health Journals With Regularized Variational Inference PDF
Robert Giaquinto, Arindam Banerjee
A Continuous Relaxation of Beam Search for End-to-End Training of Neural Sequence Models PDF
Kartik Goyal, Graham Neubig, Chris Dyer, Taylor Berg-Kirkpatrick
Learning Predictive State Representations From Non-Uniform Sampling PDF
Yuri Grinberg, Hossein Aboutalebi, Melanie Lyman-Abramovitch, Borja Balle, Doina Precup
When Waiting Is Not an Option: Learning Options With a Deliberation Cost PDF
Jean Harb, Pierre-Luc Bacon, Martin Klissarov, Doina Precup
Learning With Options That Terminate Off-Policy PDF
Anna Harutyunyan, Peter Vrancx, Pierre-Luc Bacon, Doina Precup, Ann Nowé
OptionGAN: Learning Joint Reward-Policy Options Using Generative Adversarial Inverse Reinforcement Learning PDF
Peter Henderson, Wei-Di Chang, Pierre-Luc Bacon, David Meger, Joelle Pineau, Doina Precup
Deep Reinforcement Learning That Matters PDF
Peter Henderson, Riashat Islam, Philip Bachman, Joelle Pineau, Doina Precup, David Meger
Product Quantized Translation for Fast Nearest Neighbor Search PDF
Yoonho Hwang, Mooyeol Baek, Saehoon Kim, Bohyung Han, Hee-Kap Ahn
Information Directed Sampling for Stochastic Bandits With Graph Feedback PDF
Fang Liu, Swapna Buccapatnam, Ness Shroff
Bernoulli Embeddings for Graphs PDF
Vinith Misra, Sumit Bhatia
Quantized Memory-Augmented Neural Networks PDF
Seongsik Park, Seijoon Kim, Seil Lee, Ho Bae, Sungroh Yoon
Randomized Clustered Nystrom for Large-Scale Kernel Machines PDF
Farhad Pourkamali-Anaraki, Stephen Becker, Michael B. Wakin
On Data-Dependent Random Features for Improved Generalization in Supervised Learning PDF
Shahin Shahrampour, Ahmad Beirami, Vahid Tarokh
MERCS: Multi-Directional Ensembles of Regression and Classification Trees PDF
Elia Van Wolputte, Evgeniya Korneva, Hendrik Blockeel
Efficient K-Shot Learning With Regularized Deep Networks PDF
Donghyun Yoo, Haoqi Fan, Vishnu Naresh Boddeti, Kris M. Kitani
ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation PDF
Chang Zhou, Jinze Bai, Junshuai Song, Xiaofei Liu, Zhengchao Zhao, Xiusi Chen, Jun Gao
Rocket Launching: A Universal and Efficient Framework for Training Well-Performing Light Net PDF
Guorui Zhou, Ying Fan, Runpeng Cui, Weijie Bian, Xiaoqiang Zhu, Kun Gai

AAAI18 - Multiagent Systems

Knowledge, Fairness, and Social Constraints PDF
Haris Aziz, Sylvain Bouveret, Ioannis Caragiannis, Ira Giagkousi, Jérôme Lang
Multiagent Connected Path Planning: PSPACE-Completeness and How to Deal With It PDF
Davide Tateo, Jacopo Banfi, Alessandro Riva, Francesco Amigoni, Andrea Bonarini

AAAI18 - NLP and Knowledge Representation

Effective Broad-Coverage Deep Parsing PDF
James F. Allen, Omid Bahkshandeh, William de Beaumont, Lucian Galescu, Choh Man Teng
SPINE: SParse Interpretable Neural Embeddings PDF
Anant Subramanian, Danish Pruthi, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Eduard Hovy
Event Representations With Tensor-Based Compositions PDF
Noah Weber, Niranjan Balasubramanian, Nathanael Chambers
Augmenting End-to-End Dialogue Systems With Commonsense Knowledge PDF
Tom Young, Erik Cambria, Iti Chaturvedi, Hao Zhou, Subham Biswas, Minlie Huang

AAAI18 - NLP and Machine Learning

Table-to-Text: Describing Table Region With Natural Language PDF
Junwei Bao, Duyu Tang, Nan Duan, Zhao Yan, Yuanhua Lv, Ming Zhou, Tiejun Zhao
Learning Interpretable Spatial Operations in a Rich 3D Blocks World PDF
Yonatan Bisk, Kevin J Shih, Yejin Choi, Daniel Marcu
Using k-Way Co-Occurrences for Learning Word Embeddings PDF
Danushka Bollegala, Yuichi Yoshida, Ken-ichi Kawarabayashi
Proposition Entailment in Educational Applications using Deep Neural Networks PDF
Florin Adrian Bulgarov, Rodney Nielsen
A Knowledge-Grounded Neural Conversation Model PDF
Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Wen-tau Yih, Michel Galley
Jointly Parse and Fragment Ungrammatical Sentences PDF
Homa B. Hashemi, Rebecca Hwa
Fact Checking in Community Forums PDF
Tsvetomila Mihaylova, Preslav Nakov, Lluís Màrquez, Alberto Barrón-Cedeño, Mitra Mohtarami, Georgi Karadzhov, James Glass
Few Shot Transfer Learning BetweenWord Relatedness and Similarity Tasks Using A Gated Recurrent Siamese Network PDF
James O' Neill, Paul Buitelaar
Generating Sentences Using a Dynamic Canvas PDF
Harshil Shah, Bowen Zheng, David Barber
Source-Target Inference Models for Spatial Instruction Understanding PDF
Hao Tan, Mohit Bansal
Dual Transfer Learning for Neural Machine Translation with Marginal Distribution Regularization PDF
Yijun Wang, Yingce Xia, Li Zhao, Jiang Bian, Tao Qin, Guiquan Liu, Tie-Yan Liu
StarSpace: Embed All The Things! PDF
Ledell Yu Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston

AAAI18 - NLP and Text Mining

Task-Specific Representation Learning for Web-Scale Entity Disambiguation PDF
Rijula Kar, Susmija Reddy, Sourangshu Bhattacharya, Anirban Dasgupta, Soumen Chakrabarti

AAAI18 - Planning and Scheduling

Planning With Pixels in (Almost) Real Time PDF
Wilmer Bandres, Blai Bonet, Hector Geffner
totSAT - Totally-Ordered Hierarchical Planning Through SAT PDF
Gregor Behnke, Daniel Höller, Susanne Biundo
Sublinear Search Spaces for Shortest Path Planning in Grid and Road Networks PDF
Johannes Blum, Stefan Funke, Sabine Storandt
Fat- and Heavy-Tailed Behavior in Satisficing Planning PDF
Eldan Cohen, J. Christopher Beck
Meta-Search Through the Space of Representations and Heuristics on a Problem by Problem Basis PDF
Raquel Fuentetaja, Michael Barley, Daniel Borrajo, Jordan Douglas, Santiago Franco, Patricia Riddle
Linear and Integer Programming-Based Heuristics for Cost-Optimal Numeric Planning PDF
Chiara Piacentini, Margarita P. Castro, Andre A. Cire, J. Christopher Beck
Stackelberg Planning: Towards Effective Leader-Follower State Space Search PDF
Patrick Speicher, Marcel Steinmetz, Michael Backes, Jörg Hoffmann, Robert Künnemann

AAAI18 - Reasoning under Uncertainty

An Experimental Study of Advice in Sequential Decision-Making Under Uncertainty PDF
Florian Benavent, Bruno Zanuttini
Generalized Adjustment Under Confounding and Selection Biases PDF
Juan D. Correa, Jin Tian, Elias Bareinboim
Learning Robust Options PDF
Daniel J. Mankowitz, Timothy A. Mann, Pierre-Luc Bacon, Doina Precup, Shie Mannor

AAAI18 - Robotics

From Virtual Demonstration to Real-World Manipulation Using LSTM and MDN PDF
Rouhollah Rahmatizadeh, Pooya Abolghasemi, Aman Behal, Ladislau Bölöni

AAAI18 - Search and Constraint Satisfaction

MaxSAT Resolution With the Dual Rail Encoding PDF
Maria Luisa Bonet, Sam Buss, Alexey Ignatiev, Joao Marques-Silva, Antonio Morgado
A SAT+CAS Method for Enumerating Williamson Matrices of Even Order PDF
Curtis Bright, Ilias Kotsireas, Vijay Ganesh
Community-Based Trip Sharing for Urban Commuting PDF
Mohd. Hafiz Hasan, Pascal Van Hentenryck, Ceren Budak, Jiayu Chen, Chhavi Chaudhry

AAAI18 - Vision

Learning Spatio-Temporal Features With Partial Expression Sequences for On-the-Fly Prediction PDF
Wissam J. Baddar, Yong Man Ro
SEE: Towards Semi-Supervised End-to-End Scene Text Recognition PDF
Christian Bartz, Haojin Yang, Christoph Meinel
MixedPeds: Pedestrian Detection in Unannotated Videos Using Synthetically Generated Human-Agents for Training PDF
Ernest Cheung, Anson Wong, Aniket Bera, Dinesh Manocha
Using Syntax to Ground Referring Expressions in Natural Images PDF
Volkan Cirik, Taylor Berg-Kirkpatrick, Louis-Philippe Morency
Top-Down Feedback for Crowd Counting Convolutional Neural Network PDF
Deepak Babu Sam, R. Venkatesh Babu
Game of Sketches: Deep Recurrent Models of Pictionary-Style Word Guessing PDF
Ravi Kiran Sarvadevabhatla, Shiv Surya, Trisha Mittal, R. Venkatesh Babu
Diverse Beam Search for Improved Description of Complex Scenes PDF
Ashwin K. Vijayakumar, Michael Cogswell, Ramprasaath R. Selvaraju, Qing Sun, Stefan Lee, David Crandall, Dhruv Batra

IAAI18 - Deployed

Secure and Automated Enterprise Revenue Forecasting PDF
Jocelyn Barker, Amita Gajewar, Konstantin Golyaev, Gagan Bansal, Matt Conners
An Automated Employee Timetabling System for Small Businesses PDF
Richard Hoshino, Aaron Slobodin, William Bernoudy
Sentient Ascend: AI-Based Massively Multivariate Conversion Rate Optimization PDF
Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ryan Rapp, Sam Nazari, Patrick McGrath, Cory Schoolland, Elyas Achkar, Myles Brundage, Jeremy Miller, Jonathan Epstein, Gurmeet Lamba

IAAI18 - Emerging

Bandit-Based Solar Panel Control PDF
David Abel, Edward C. Williams, Stephen Brawner, Emily Reif, Michael L. Littman
Novel Exploration Techniques (NETs) for Malaria Policy Interventions PDF
Oliver Bent, Sekou L. Remy, Stephen Roberts, Aisha Walcott-Bryant
SPOT Poachers in Action: Augmenting Conservation Drones With Automatic Detection in Near Real Time PDF
Elizabeth Bondi, Fei Fang, Mark Hamilton, Debarun Kar, Donnabell Dmello, Jongmoo Choi, Robert Hannaford, Arvind Iyer, Lucas Joppa, Milind Tambe, Ram Nevatia
Optimal Pricing for Distance-Based Transit Fares PDF
Richard Hoshino, Jeneva Beairsto
A Water Demand Prediction Model for Central Indiana PDF
Setu Shah, Mahmood Hosseini, Zina Ben Miled, Rebecca Shafer, Steve Berube
Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees PDF
Dennis J. N. J. Soemers, Tim Brys, Kurt Driessens, Mark H. M. Winands, Ann Nowé

IAAI18 - Challenge

AI Challenges in Synthetic Biology Engineering PDF
Fusun Yaman, Aaron Adler, Jacob Beal

EAAI18 - Full Papers

Data Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges PDF
Yukino Baba, Tomoumi Takase, Kyohei Atarashi, Satoshi Oyama, Hisashi Kashima
Gesturing and Embodiment in Teaching: Investigating the Nonverbal ‎Behavior of Teachers in a Virtual Rehearsal Environment ‎ PDF
Roghayeh Barmaki, Charles Hughes
Dropout Model Evaluation in MOOCs PDF
Joshua Gardner, Christopher Brooks
Predictive Modeling of Learning Continuation in Preschool Education Using Temporal Patterns of Development Tests PDF
Junpei Naito, Yukino Baba, Hisashi Kashima, Takenori Takaki, Takuya Funo
On the Importance of a Research Data Archive PDF
Benedict Wright, Oliver Brunner, Bernhard Nebel

EAAI18 - Model AI Assignments

Model AI Assignments 2018 PDF
Todd W. Neller, Zack Butler, Nate Derbinsky, Heidi Furey, Fred Martin, Michael Guerzhoy, Ariel Anders, Joshua Eckroth

Senior Track

Clustering - What Both Theoreticians and Practitioners Are Doing Wrong PDF
Shai Ben-David
AI Meets Chemistry PDF
Akihiro Kishimoto, Beat Buesser, Adi Botea

Doctoral Consortium

Abstraction Sampling in Graphical Models PDF
Filjor Broka

Student Abstracts

Training Autoencoders in Sparse Domain PDF
Biswarup Bhattacharya, Arna Ghosh, Somnath Basu Roy Chowdhury
Learning to Detect Pointing Gestures From Wearable IMUs PDF
Denis Broggini, Boris Gromov, Alessandro Giusti, Luca Maria Gambardella
Proposition Entailment in Educational Applications Using Deep Neural Networks PDF
Florin Bulgarov, Rodney Nielsen
AdGAP: Advanced Global Average Pooling PDF
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
Identifying Emotional Support in Online Health Communities PDF
Hamed Khanpour, Cornelia Caragea, Prakhar Biyani
Influence Maximization for Social Network Based Substance Abuse Prevention PDF
Aida Rahmattalabi, Anamika Barman Adhikari, Phebe Vayanos, Milind Tambe, Eric Rice, Robin Baker
Learning Attention Model From Human for Visuomotor Tasks PDF
Luxin Zhang, Ruohan Zhang, Zhuode Liu, Mary M. Hayhoe, Dana H. Ballard

Demonstrations

Lookine: Let the Blind Hear a Smile PDF
Yaohua Bu, Jia Jia, Yuhan Tang, Xuan Zang, Tianyu Gao
Water Advisor - A Data-Driven, Multi-Modal, Contextual Assistant to Help With Water Usage Decisions PDF
Jason Ellis, Biplav Srivastava, Rachel K. E. Bellamy, Andy Aaron
Perception-Action-Learning System for Mobile Social-Service Robots Using Deep Learning PDF
Beom-Jin Lee, Jinyoung Choi, Chung-Yeon Lee, Kyung-Wha Park, Sungjun Choi, Cheolho Han, Dong-Sig Han, Christina Baek, Patrick Mokodir Emaase, Byoung-Tak Zhang


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