Never Go Full Batch (in Stochastic Convex Optimization).

Idan Amir Yair Carmon Tomer Koren Roi Livni

Published in: NeurIPS (2021)

Keyphrases

convex optimization
interior point methods
low rank
primal dual
total variation
convex relaxation
computer vision
operator splitting
norm minimization
convex formulation
evolutionary algorithm
image restoration
high quality
multiscale
augmented lagrangian