On the Adaptivity of Stochastic Gradient-Based Optimization

9 April 2019

Papers citing "On the Adaptivity of Stochastic Gradient-Based Optimization"

6 / 6 papers shown

Title
Probabilistic Guarantees of Stochastic Recursive Gradient in Non-Convex Finite Sum Problems Yanjie Zhong Jiaqi Li Soumendra Lahiri 34 1 0 29 Jan 2024
Large deviations rates for stochastic gradient descent with strongly convex functions Dragana Bajović D. Jakovetić S. Kar 33 5 0 02 Nov 2022
Nonlinear gradient mappings and stochastic optimization: A general framework with applications to heavy-tail noise D. Jakovetić Dragana Bajović Anit Kumar Sahu S. Kar Nemanja Milošević Dusan Stamenkovic 19 12 0 06 Apr 2022
Enhanced Bilevel Optimization via Bregman Distance Feihu Huang Junyi Li Shangqian Gao Heng-Chiao Huang 32 33 0 26 Jul 2021
Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization Samuel Horváth Lihua Lei Peter Richtárik Michael I. Jordan 57 30 0 13 Feb 2020
History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms Kaiyi Ji Zhe Wang Bowen Weng Yi Zhou Wei Zhang Yingbin Liang ODL 18 5 0 21 Oct 2019