Riemannian stochastic optimization methods avoid strict saddle points

Ya-Ping Hsieh, Mohammad Reza Karimi Jaghargh, Andreas Krause 0001, Panayotis Mertikopoulos. Riemannian stochastic optimization methods avoid strict saddle points. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Abstract

Abstract is missing.