Stationary Behavior of Constant Stepsize SGD Type Algorithms: An Asymptotic Characterization.

Zaiwei Chen Shancong Mou Siva Theja Maguluri

Published in: CoRR (2021)

Keyphrases

step size
convergence rate
learning algorithm
reinforcement learning
worst case
global optimization
quasi newton
multiscale
feature vectors
state space