Parallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization.

Cong Fang Zhouchen Lin

Published in: AAAI (2017)

Keyphrases

variance reduction
monte carlo
optimization problems
gradient estimation
sample size
nonlinear programming
quasi monte carlo
evolutionary algorithm
training data
importance sampling
random numbers
bias variance decomposition
upper bound
object tracking