Convergence of a Stochastic Gradient Method with Momentum for Non-Smooth Non-Convex Optimization

13 February 2020

Papers citing "Convergence of a Stochastic Gradient Method with Momentum for Non-Smooth Non-Convex Optimization"

5 / 5 papers shown

Title
HOME-3: High-Order Momentum Estimator with Third-Power Gradient for Convex and Smooth Nonconvex Optimization Wei Zhang Arif Hassan Zidan Afrar Jahin Wei Zhang Tianming Liu ODL 42 0 0 16 May 2025
On the Performance Analysis of Momentum Method: A Frequency Domain Perspective Xianliang Li Jun Luo Zhiwei Zheng Hanxiao Wang Li Luo Lingkun Wen Linlong Wu Sheng Xu 105 0 0 29 Nov 2024
Almost sure convergence rates of stochastic gradient methods under gradient domination Simon Weissmann Sara Klein Waïss Azizian Leif Döring 58 3 0 22 May 2024
Understanding the Role of Momentum in Stochastic Gradient Methods Igor Gitman Hunter Lang Pengchuan Zhang Lin Xiao 45 95 0 30 Oct 2019
Stochastic First- and Zeroth-order Methods for Nonconvex Stochastic Programming Saeed Ghadimi Guanghui Lan ODL 71 1,538 0 22 Sep 2013