Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent

Optimization Methods for Large-Scale Machine Learning

(2018) Léon Bottou et al.   SIAM REVIEW

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Accelerated gradient methods for nonconvex nonlinear and stochastic programming

(2015) Saeed Ghadimi et al.   MATHEMATICAL PROGRAMMING

Adaptive Restart for Accelerated Gradient Schemes

(2013) Brendan O’Donoghue et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

First-order methods of smooth convex optimization with inexact oracle

(2013) Olivier Devolder et al.   MATHEMATICAL PROGRAMMING

Stochastic First- and Zeroth-Order Methods for Nonconvex Stochastic Programming

(2013) Saeed Ghadimi et al.   SIAM JOURNAL ON OPTIMIZATION

Gradient methods for minimizing composite functions

(2012) Yu. Nesterov   MATHEMATICAL PROGRAMMING

An optimal method for stochastic composite optimization

(2010) Guanghui Lan   MATHEMATICAL PROGRAMMING

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences