A Novel Convergence Analysis for Algorithms of the Adam Family.

Zhishuai Guo Yi Xu Wotao Yin Rong Jin Tianbao Yang

Published in: CoRR (2021)

Keyphrases

convergence analysis
special case
computational complexity
convergence rate
machine learning
optimization problems
reinforcement learning
upper bound
worst case
global convergence
newton method