Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD

Matthew Faw, Litu Rout, Constantine Caramanis, Sanjay Shakkottai. Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD. In Gergely Neu, Lorenzo Rosasco, editors, The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India. Volume 195 of Proceedings of Machine Learning Research, pages 89-160, PMLR, 2023. [doi]

Abstract

Abstract is missing.