Never Go Full Batch (in Stochastic Convex Optimization).

Idan Amir Yair Carmon Tomer Koren Roi Livni

Published in: CoRR (2021)

Keyphrases

convex optimization
interior point methods
low rank
total variation
convex optimization problems
semidefinite program
convex relaxation
primal dual
operator splitting
augmented lagrangian
convex constraints
high quality
learning problems
semi definite programming