Variance Reduction for Faster Non-Convex Optimization.

Zeyuan Allen Zhu Elad Hazan

Published in: ICML (2016)

Keyphrases

convex optimization
variance reduction
monte carlo
sample size
importance sampling
total variation
naive bayes classifier
confidence intervals
convex optimization problems
text categorization
machine learning
decision trees
bayesian networks
objective function
lower bound
learning problems