Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization.

Samuel Horváth Lihua Lei Peter Richtárik Michael I. Jordan

Published in: CoRR (2020)

Keyphrases

stochastic gradient
global optimization
stochastic gradient descent
optimization algorithm
benchmark datasets
machine learning methods
optimal solution
evolutionary algorithm
linear combination
machine learning algorithms
logistic regression
exponentiated gradient