Analysis of Stochastic Gradient Descent in Continuous Time

15 April 2020

Papers citing "Analysis of Stochastic Gradient Descent in Continuous Time"

7 / 7 papers shown

Title
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank Amitay Bar Rotem Mulayoff T. Michaeli Ronen Talmon 64 0 0 21 Feb 2024
Beyond first-order methods for non-convex non-concave min-max optimization Abhijeet Vyas Brian Bullins 23 1 0 17 Apr 2023
Online Learning for the Random Feature Model in the Student-Teacher Framework Roman Worschech B. Rosenow 46 0 0 24 Mar 2023
Analysis of Kinetic Models for Label Switching and Stochastic Gradient Descent Martin Burger Alex Rossi 22 1 0 01 Jul 2022
A Continuous-time Stochastic Gradient Descent Method for Continuous Data Kexin Jin J. Latz Chenguang Liu Carola-Bibiane Schönlieb 23 9 0 07 Dec 2021
The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data J. Bierkens Paul Fearnhead Gareth O. Roberts 58 231 0 11 Jul 2016
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 183 1,185 0 30 Nov 2014