FAST CONVERGENCE OF LANGEVIN DYNAMICS ON MANIFOLD: GEODESICS MEET LOG-SOBOLEV

von Wang, Xiao
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 23 of 27 (2021)

BETTER DEPTH-WIDTH TRADE-OFFS FOR NEURAL NETWORKS THROUGH THE LENS OF DYNAMICAL SYSTEMS

von Chatziafratis, Vaggos
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 2 of 15 (2021)

On Scrambling Phenomena for Randomly Initialized Recurrent Networks

von Chatziafratis, Vaggos
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 24 of 50 (2023)

Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games

von Anagnostides, Ioannis
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 22 of 50 (2023)