On Uniform Boundedness Properties of SGD and its Momentum Variants

25 January 2022

Papers citing "On Uniform Boundedness Properties of SGD and its Momentum Variants"

3 / 3 papers shown

Title
Acceleration of stochastic gradient descent with momentum by averaging: finite-sample rates and asymptotic normality Kejie Tang Weidong Liu Yichen Zhang Xi Chen 16 2 0 28 May 2023
From high-dimensional & mean-field dynamics to dimensionless ODEs: A unifying approach to SGD in two-layers networks Luca Arnaboldi Ludovic Stephan Florent Krzakala Bruno Loureiro MLT 30 31 0 12 Feb 2023
On the Convergence of Step Decay Step-Size for Stochastic Optimization Xiaoyu Wang Sindri Magnússon M. Johansson 60 23 0 18 Feb 2021