Presentations and Authors

Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All

Cognitive Systems

Ontology-Based Information Extraction with a Cognitive Agent PDF
Peter Lindes, Deryle W. Lonsdale, David W. Embley

Computational Sustainability and AI

Energy Disaggregation via Learning Powerlets and Sparse Coding PDF
Ehsan Elhamifar, Shankar Sastry
Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery PDF
Stefano Ermon, Ronan Le Bras, Santosh K. Suram, John M. Gregoire, Carla P. Gomes, Bart Selman, Robert B. van Dover
Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in East Africa PDF
Stefano Ermon, Yexiang Xue, Russell Toth, Bistra Dilkina, Richard Bernstein, Theodoros Damoulas, Patrick Clark, Steve DeGloria, Andrew Mude, Christopher Barrett, Carla P. Gomes

Game Theory and Economic Paradigms

Justified Representation in Approval-Based Committee Voting PDF
Haris Aziz, Markus Brill, Vincent Conitzer, Edith Elkind, Rupert Freeman, Toby Walsh
The Complexity of Recognizing Incomplete Single-Crossing Preferences PDF
Edith Elkind, Piotr Faliszewski, Martin Lackner, Svetlana Obraztsova

Heuristic Search and Optimization

Efficient Benchmarking of Hyperparameter Optimizers via Surrogates PDF
Katharina Eggensperger, Frank Hutter, Holger Hoos, Kevin Leyton-Brown
Convergent Plans for Large-Scale Evacuations PDF
Caroline Even, Victor Pillac, Pascal Van Hentenryck

Humans and AI

When Suboptimal Rules PDF
Avshalom Elmalech, David Sarne, Avi Rosenfeld, Eden Shalom Erez
Predicting Emotion Perception Across Domains: A Study of Singing and Speaking PDF
Biqiao Zhang, Emily Mower Provost, Robert Swedberg, Georg Essl

Knowledge Representation and Reasoning

LARS: A Logic-Based Framework for Analyzing Reasoning over Streams PDF
Harald Beck, Minh Dao-Tran, Thomas Eiter, Michael Fink

Novel Machine Learning Algorithms

Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment PDF
Haitham Bou Ammar, Eric Eaton, Paul Ruvolo, Matthew E. Taylor

Reasoning under Uncertainty

Egalitarian Collective Decision Making under Qualitative Possibilistic Uncertainty: Principles and Characterization PDF
Nahla Ben Amor, Fatma Essghaier, Helene Fargier

Search and Constraint Satisfaction

SAT-Based Strategy Extraction in Reachability Games PDF
Niklas Een, Alexander Legg, Nina Narodytska, Leonid Ryzhyk


A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations PDF
Tarek El-Gaaly, Vicky Froyen, Ahmed Elgammal, Jacob Feldman, Manish Singh


Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling PDF
Maxime Guériau, Romain Billot, Nour-Eddin El Faouzi, Salima Hassas, Frédéric Armetta

What's Hot Abstracts

BDDs Strike Back (in AI Planning) PDF
Stefan Edelkamp, Peter Kissmann, Alvaro Torralba

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