Improved Learning Rates for Stochastic Optimization: Two Theoretical Viewpoints.

Shaojie Li Yong Liu

Published in: CoRR (2021)

Keyphrases

stochastic optimization
learning rate
multistage
convergence rate
covering numbers
learning algorithm
convergence speed
gaussian kernels
theoretical analysis
convergence theorem
robust optimization
uniform convergence
high dimensional
dynamic programming