AdaGrad stepsizes: sharp convergence over nonconvex landscapes.

Rachel Ward Xiaoxia Wu Léon Bottou

Published in: ICML (2019)

Keyphrases

objective function
approximate dynamic programming
convex optimization
high quality
cost function
global optimization
iterative algorithms
stationary points
search engine
multi objective
markov random field
initial conditions
faster convergence
globally convergent