SGD in the Large: Average-case Analysis, Asymptotics, and Stepsize Criticality.

Courtney Paquette Kiwon Lee Fabian Pedregosa Elliot Paquette

Published in: COLT (2021)

Keyphrases

average case
step size
worst case
uniform distribution
feature extraction
feature selection
markov chain
worst case analysis