Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral Algorithms.

Junhong Lin Volkan Cevher

Published in: J. Mach. Learn. Res. (2020)

Keyphrases

stochastic gradient
distributed learning
benchmark datasets
exponentiated gradient
worst case
machine learning methods
learning algorithm
high dimensional
machine learning algorithms
cross validation