Presentations and Authors


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AAAI18 - Applications

Learning Differences Between Visual Scanning Patterns Can Disambiguate Bipolar and Unipolar Patients PDF
Jonathan Chung, Moshe Eizenman, Uros Rakita, Roger McIntyre, Peter Giacobbe
Picasso, Matisse, or a Fake? Automated Analysis of Drawings at the Stroke Level for Attribution and Authentication PDF
Ahmed Elgammal, Yan Kang, Milko Den Leeuw

AAAI18 - Game Theory and Economic Paradigms

On the Complexity of Extended and Proportional Justified Representation PDF
Haris Aziz, Edith Elkind, Shenwei Huang, Martin Lackner, Luis Sanchez-Fernandez, Piotr Skowron
Tool Auctions PDF
Janosch Döcker, Britta Dorn, Ulle Endriss, Ronald de Haan, Sebastian Schneckenburger
Cooperative Games With Bounded Dependency Degree PDF
Ayumi Igarashi, Rani Izsak, Edith Elkind
On Recognising Nearly Single-Crossing Preferences PDF
Florian Jaeckle, Dominik Peters, Edith Elkind
Modelling Iterative Judgment Aggregation PDF
Zoi Terzopoulou, Ulle Endriss

AAAI18 - Human-AI Collaboration

Toward Deep Reinforcement Learning Without a Simulator: An Autonomous Steering Example PDF
Bar Hilleli, Ran El-Yaniv

AAAI18 - Knowledge Representation and Reasoning

TorusE: Knowledge Graph Embedding on a Lie Group PDF
Takuma Ebisu, Ryutaro Ichise
Rational Inference Patterns Based on Conditional Logic PDF
Christian Eichhorn, Gabriele Kern-Isberner, Marco Ragni
Qualitative Reasoning About Cardinal Directions Using Answer Set Programming PDF
Yusuf Izmirlioglu, Esra Erdem

AAAI18 - Machine Learning Applications

Learning Datum-Wise Sampling Frequency for Energy-Efficient Human Activity Recognition PDF
Weihao Cheng, Sarah Erfani, Rui Zhang, Ramamohanarao Kotagiri
The Shape of Art History in the Eyes of the Machine PDF
Ahmed Elgammal, Bingchen Liu, Diana Kim, Mohamed Elhoseiny, Marian Mazzone
Multi-Step Time Series Generator for Molecular Dynamics PDF
Katsuhiro Endo, Katsufumi Tomobe, Kenji Yasuoka

AAAI18 - Machine Learning Methods

Safe Reinforcement Learning via Shielding PDF
Mohammed Alshiekh, Roderick Bloem, Rüdiger Ehlers, Bettina Könighofer, Scott Niekum, Ufuk Topcu
Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models PDF
Aditya Grover, Manik Dhar, Stefano Ermon
Boosted Generative Models PDF
Aditya Grover, Stefano Ermon
Deterministic Policy Optimization by Combining Pathwise and Score Function Estimators for Discrete Action Spaces PDF
Daniel Levy, Stefano Ermon
Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains PDF
Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting
Learning Vector Autoregressive Models With Latent Processes PDF
Saber Salehkaleybar, Jalal Etesami, Negar Kiyavash, Kun Zhang
Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks PDF
Antonio Vergari, Robert Peharz, Nicola Di Mauro, Alejandro Molina, Kristian Kersting, Floriana Esposito
High Rank Matrix Completion With Side Information PDF
Yugang Wang, Ehsan Elhamifar

AAAI18 - Reasoning under Uncertainty

Approximate Inference via Weighted Rademacher Complexity PDF
Jonathan Kuck, Ashish Sabharwal, Stefano Ermon

AAAI18 - Robotics

Improved Results for Minimum Constraint Removal PDF
Eduard Eiben, Jonathan Gemmell, Iyad Kanj, Andrew Youngdahl

IAAI18 - Deployed

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

Death vs. Data Science: Predicting End of Life PDF
Muhammad A. Ahmad, Carly Eckert, Greg McKelvey, Kiyana Zolfagar, Anam Zahid, Ankur Teredesai

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

Student Abstracts

Lifelong Learning Networks: Beyond Single Agent Lifelong Learning PDF
Mohammad Rostami, Eric Eaton

Demonstrations

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
A Cognitive Assistant for Visualizing and Analyzing Exoplanets PDF
Jeffrey O. Kephart, Victor C. Dibia, Jason Ellis, Biplav Srivastava, Kartik Talamadupula, Mishal Dholakia
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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