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Workshop
Fri 10:30 Equivariant Machine Learning with Classical Invariant Theory
Soledad Villar
Oral Session
Tue 13:15 T: Learning/Deep Learning Theory
Oral Session
Wed 10:15 T: Online Learning and Bandits/Learning Theory
Tutorial
Mon 11:15 Learning to interact: GAME! Coordinating actions with humans via game theory
Dorsa Sadigh
Affinity Workshop
Mon 9:05 Selected Paper #1 - FedControl: When Control Theory Meets Federated Learning
Alexandre Duplessis
Invited Talk
Tue 6:00 Towards a Mathematical Theory of Machine Learning
Weinan E
Tutorial
Mon 11:35 Learning to interact: PARTIAL OBSERVABILITY + GAME Theory of mind on steroids
Anca Dragan
Spotlight
Tue 10:50 Learning to Hash Robustly, Guaranteed
Alexandr Andoni · Daniel Beaglehole
Poster
Tue 15:30 Learning to Hash Robustly, Guaranteed
Alexandr Andoni · Daniel Beaglehole
Workshop
P22: Type Theory for Inference and Learning in Minds and Machines
Felix Sosa
Spotlight
Thu 8:25 COLA: Consistent Learning with Opponent-Learning Awareness
Timon Willi · Alistair Letcher · Johannes Treutlein · Jakob Foerster
Poster
Thu 15:00 COLA: Consistent Learning with Opponent-Learning Awareness
Timon Willi · Alistair Letcher · Johannes Treutlein · Jakob Foerster