SGD learning on neural networks: leap complexity and saddle-to-saddle dynamics

Emmanuel Abbe, Enric Boix-Adserà, Theodor Misiakiewicz. SGD learning on neural networks: leap complexity and saddle-to-saddle dynamics. 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 2552-2623, PMLR, 2023. [doi]

Abstract

Abstract is missing.