Guarantees for Tuning the Step Size using a Learning-to-Learn Approach.

Xiang Wang Shuai Yuan Chenwei Wu Rong Ge

Published in: CoRR (2020)

Keyphrases

step size
learning algorithm
learning process
cost function
online learning
convergence speed
convergence rate
stochastic gradient descent