Fast Incremental Method for Nonconvex Optimization

Fast Incremental Method for Nonconvex Optimization

19 March 2016

Sashank J. Reddi

Barnabás Póczós

Papers citing "Fast Incremental Method for Nonconvex Optimization"

11 / 11 papers shown

Title
FedChain: Chained Algorithms for Near-Optimal Communication Cost in Federated Learning Charlie Hou K. K. Thekumparampil Giulia Fanti Sewoong Oh FedML 30 14 0 16 Aug 2021
On the Global Convergence of (Fast) Incremental Expectation Maximization Methods Belhal Karimi Hoi-To Wai Eric Moulines M. Lavielle 27 27 0 28 Oct 2019
Stochastic Variance-Reduced Policy Gradient Matteo Papini Damiano Binaghi Giuseppe Canonaco Matteo Pirotta Marcello Restelli 19 174 0 14 Jun 2018
A Unified Analysis of Stochastic Optimization Methods Using Jump System Theory and Quadratic Constraints Bin Hu Peter M. Seiler Anders Rantzer 24 35 0 25 Jun 2017
Sub-sampled Cubic Regularization for Non-convex Optimization Jonas Köhler Aurelien Lucchi 11 164 0 16 May 2017
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 139 1,199 0 16 Aug 2016
Stochastic Frank-Wolfe Methods for Nonconvex Optimization Sashank J. Reddi S. Sra Barnabás Póczós Alex Smola 21 138 0 27 Jul 2016
Guaranteed Non-convex Optimization: Submodular Maximization over Continuous Domains Yatao Bian Baharan Mirzasoleiman J. M. Buhmann Andreas Krause 23 146 0 17 Jun 2016
Variance-Reduced Proximal Stochastic Gradient Descent for Non-convex Composite optimization Xiyu Yu Dacheng Tao 19 5 0 02 Jun 2016
Fast Stochastic Methods for Nonsmooth Nonconvex Optimization Sashank J. Reddi S. Sra Barnabás Póczós Alex Smola 20 54 0 23 May 2016
Variance Reduction for Faster Non-Convex Optimization Zeyuan Allen-Zhu Elad Hazan ODL 16 390 0 17 Mar 2016