A SMART Stochastic Algorithm for Nonconvex Optimization with Applications to Robust Machine Learning

4 October 2016

Papers citing "A SMART Stochastic Algorithm for Nonconvex Optimization with Applications to Robust Machine Learning"

6 / 6 papers shown

Title
A General Family of Trimmed Estimators for Robust High-dimensional Data Analysis Eunho Yang A. Lozano Aleksandr Aravkin 46 10 0 26 May 2016
Fast Stochastic Methods for Nonsmooth Nonconvex Optimization Sashank J. Reddi S. Sra Barnabás Póczós Alex Smola 74 54 0 23 May 2016
Non-smooth Variable Projection Aleksandr Aravkin Dmitriy Drusvyatskiy 67 8 0 19 Jan 2016
Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso Eunho Yang A. Lozano 56 25 0 28 Oct 2015
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives Aaron Defazio Francis R. Bach Simon Lacoste-Julien ODL 110 1,817 0 01 Jul 2014
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 140 738 0 19 Mar 2014