SDCA without Duality

22 February 2015

Papers citing "SDCA without Duality"

14 / 14 papers shown

Title
Stochastic Nested Variance Reduction for Nonconvex Optimization Dongruo Zhou Pan Xu Quanquan Gu 25 146 0 20 Jun 2018
A Unified Analysis of Stochastic Optimization Methods Using Jump System Theory and Quadratic Constraints Bin Hu Peter M. Seiler Anders Rantzer 32 35 0 25 Jun 2017
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite-Sum Structure A. Bietti Julien Mairal 47 36 0 04 Oct 2016
Dimension-Free Iteration Complexity of Finite Sum Optimization Problems Yossi Arjevani Ohad Shamir 24 24 0 30 Jun 2016
Efficient Estimation of Partially Linear Models for Spatial Data over Complex Domain Elad Hazan Chi Jin Cameron Musco Praneeth Netrapalli 17 78 0 27 May 2016
Fast Stochastic Methods for Nonsmooth Nonconvex Optimization Sashank J. Reddi S. Sra Barnabás Póczós Alex Smola 28 54 0 23 May 2016
On the Iteration Complexity of Oblivious First-Order Optimization Algorithms Yossi Arjevani Ohad Shamir 31 33 0 11 May 2016
Fast Incremental Method for Nonconvex Optimization Sashank J. Reddi S. Sra Barnabás Póczós Alex Smola 33 44 0 19 Mar 2016
Katyusha: The First Direct Acceleration of Stochastic Gradient Methods Zeyuan Allen-Zhu ODL 35 577 0 18 Mar 2016
Variance Reduction for Faster Non-Convex Optimization Zeyuan Allen-Zhu Elad Hazan ODL 38 390 0 17 Mar 2016
On the Influence of Momentum Acceleration on Online Learning Kun Yuan Bicheng Ying Ali H. Sayed 37 58 0 14 Mar 2016
Importance Sampling for Minibatches Dominik Csiba Peter Richtárik 32 113 0 06 Feb 2016
Robust Shift-and-Invert Preconditioning: Faster and More Sample Efficient Algorithms for Eigenvector Computation Chi Jin Sham Kakade Cameron Musco Praneeth Netrapalli Aaron Sidford 24 43 0 29 Oct 2015
Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives Zeyuan Allen-Zhu Yang Yuan 37 195 0 05 Jun 2015