ZeroSARAH: Efficient Nonconvex Finite-Sum Optimization with Zero Full Gradient Computation

2 March 2021

Papers citing "ZeroSARAH: Efficient Nonconvex Finite-Sum Optimization with Zero Full Gradient Computation"

13 / 13 papers shown

Title
A Short Note of PAGE: Optimal Convergence Rates for Nonconvex Optimization Zhize Li 47 5 0 17 Jun 2021
PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization Zhize Li Hongyan Bao Xiangliang Zhang Peter Richtárik ODL 74 128 0 25 Aug 2020
A Unified Analysis of Stochastic Gradient Methods for Nonconvex Federated Optimization Zhize Li Peter Richtárik FedML 78 36 0 12 Jun 2020
Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization Samuel Horváth Lihua Lei Peter Richtárik Michael I. Jordan 104 30 0 13 Feb 2020
Better Theory for SGD in the Nonconvex World Ahmed Khaled Peter Richtárik 74 183 0 09 Feb 2020
Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: A Joint Gradient Estimation and Tracking Approach Haoran Sun Songtao Lu Mingyi Hong 53 37 0 13 Oct 2019
Convergence of Distributed Stochastic Variance Reduced Methods without Sampling Extra Data Shicong Cen Huishuai Zhang Yuejie Chi Wei-neng Chen Tie-Yan Liu FedML 53 27 0 29 May 2019
Hybrid Stochastic Gradient Descent Algorithms for Stochastic Nonconvex Optimization Quoc Tran-Dinh Nhan H. Pham Dzung Phan Lam M. Nguyen 59 56 0 15 May 2019
Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization Rong Ge Zhize Li Weiyao Wang Xiang Wang 49 34 0 01 May 2019
SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path Integrated Differential Estimator Cong Fang C. J. Li Zhouchen Lin Tong Zhang 89 577 0 04 Jul 2018
A Simple Proximal Stochastic Gradient Method for Nonsmooth Nonconvex Optimization Zhize Li Jian Li 62 116 0 13 Feb 2018
Non-convex Optimization for Machine Learning Prateek Jain Purushottam Kar 155 486 0 21 Dec 2017
Stochastic First- and Zeroth-order Methods for Nonconvex Stochastic Programming Saeed Ghadimi Guanghui Lan ODL 120 1,550 0 22 Sep 2013