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Poster
Wed 15:30 For Learning in Symmetric Teams, Local Optima are Global Nash Equilibria
Scott Emmons · Caspar Oesterheld · Andrew Critch · Vincent Conitzer · Stuart Russell
Poster
Wed 15:30 A Resilient Distributed Boosting Algorithm
Yuval filmus · Idan Mehalel · Shay Moran
Spotlight
Wed 8:00 For Learning in Symmetric Teams, Local Optima are Global Nash Equilibria
Scott Emmons · Caspar Oesterheld · Andrew Critch · Vincent Conitzer · Stuart Russell
Poster
Wed 15:30 The dynamics of representation learning in shallow, non-linear autoencoders
Maria Refinetti · Sebastian Goldt
Spotlight
Wed 13:30 The dynamics of representation learning in shallow, non-linear autoencoders
Maria Refinetti · Sebastian Goldt
Workshop
Fri 14:30 Policy Gradient: Theory for Making Best Use of It
Mengdi Wang
Workshop
Fri 10:30 Equivariant Machine Learning with Classical Invariant Theory
Soledad Villar
Workshop
Sat 13:30 Prescriptive solutions in games: from theory to scale
Julien Perolat
Workshop
Sat 12:15 Insup Lee: PAC Prediction Sets: Theory and Applications
Affinity Workshop
Mon 9:05 Selected Paper #1 - FedControl: When Control Theory Meets Federated Learning
Alexandre Duplessis
Workshop
Learning to Play with the Machines in Social Science Research: Bringing the Theory Back In
Giovanna Maria Dora Dore
Workshop
P22: Type Theory for Inference and Learning in Minds and Machines
Felix Sosa