Rigorous Asymptotics for First-Order Algorithms Through the Dynamical Cavity Method

Yatin Dandi, David Gamarnik, Francisco Pernice, Lenka Zdeborová. Rigorous Asymptotics for First-Order Algorithms Through the Dynamical Cavity Method. In Steve Hanneke, Tor Lattimore, editors, The Thirty Ninth Annual Conference on Learning Theory, June 29 - July 3, 2026, San Diego, California, USA. Volume 336 of Proceedings of Machine Learning Research, pages 1611-1646, PMLR, 2026. [doi]

Abstract

Abstract is missing.