Less than a Single Pass: Stochastically Controlled Stochastic Gradient Method.

Lihua Lei Michael I. Jordan

Published in: CoRR (2016)

Keyphrases

single pass
gradient method
convergence rate
optimization methods
negative matrix factorization
step size
stream mining
regression forests
natural gradient learning
image segmentation
support vector
knn
global optimization
convex formulation