Accelerate Stochastic Subgradient Method by Leveraging Local Growth Condition

4 July 2016

Papers citing "Accelerate Stochastic Subgradient Method by Leveraging Local Growth Condition"

6 / 6 papers shown

Title
Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD Marten van Dijk Lam M. Nguyen Phuong Ha Nguyen Dzung Phan 28 6 0 09 Oct 2018
Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks Jinghui Chen Dongruo Zhou Yiqi Tang Ziyan Yang Yuan Cao Quanquan Gu ODL 13 192 0 18 Jun 2018
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 124 1,198 0 16 Aug 2016
Homotopy Smoothing for Non-Smooth Problems with Lower Complexity than $O(1/ε)$ Yi Tian Xu Yan Yan Qihang Lin Tianbao Yang 44 25 0 13 Jul 2016
Calculus of the exponent of Kurdyka-Łojasiewicz inequality and its applications to linear convergence of first-order methods Guoyin Li Ting Kei Pong 102 288 0 09 Feb 2016
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 76 736 0 19 Mar 2014