Less than a Single Pass: Stochastically Controlled Stochastic Gradient Method

12 September 2016

Papers citing "Less than a Single Pass: Stochastically Controlled Stochastic Gradient Method"

14 / 14 papers shown

Title
Probabilistic Guarantees of Stochastic Recursive Gradient in Non-Convex Finite Sum Problems Yanjie Zhong Jiaqi Li Soumendra Lahiri 22 1 0 29 Jan 2024
Sampling Through the Lens of Sequential Decision Making J. Dou Alvin Pan Runxue Bao Haiyi Mao Lei Luo Zhi-Hong Mao 26 19 0 17 Aug 2022
SADAM: Stochastic Adam, A Stochastic Operator for First-Order Gradient-based Optimizer Wei Zhang Yun-Jian Bao ODL 25 1 0 20 May 2022
ANITA: An Optimal Loopless Accelerated Variance-Reduced Gradient Method Zhize Li 36 14 0 21 Mar 2021
Optimization for Supervised Machine Learning: Randomized Algorithms for Data and Parameters Filip Hanzely 32 0 0 26 Aug 2020
Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization Samuel Horváth Lihua Lei Peter Richtárik Michael I. Jordan 57 30 0 13 Feb 2020
Aggregated Gradient Langevin Dynamics Chao Zhang Jiahao Xie Zebang Shen P. Zhao Tengfei Zhou Hui Qian 20 1 0 21 Oct 2019
ProxSARAH: An Efficient Algorithmic Framework for Stochastic Composite Nonconvex Optimization Nhan H. Pham Lam M. Nguyen Dzung Phan Quoc Tran-Dinh 11 139 0 15 Feb 2019
On the Ineffectiveness of Variance Reduced Optimization for Deep Learning Aaron Defazio Léon Bottou UQCV DRL 13 112 0 11 Dec 2018
Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with $β$ -Divergences Jeremias Knoblauch Jack Jewson Theodoros Damoulas 14 56 0 06 Jun 2018
Stochastic Zeroth-order Optimization via Variance Reduction method L. Liu Minhao Cheng Cho-Jui Hsieh Dacheng Tao 19 19 0 30 May 2018
Double Quantization for Communication-Efficient Distributed Optimization Yue Yu Jiaxiang Wu Longbo Huang MQ 19 57 0 25 May 2018
Stochastic Variance-Reduced Hamilton Monte Carlo Methods Difan Zou Pan Xu Quanquan Gu BDL 24 31 0 13 Feb 2018
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 84 736 0 19 Mar 2014