First-order methods almost always avoid saddle points: The case of vanishing step-sizes.

Ioannis Panageas Georgios Piliouras Xiao Wang

Published in: NeurIPS (2019)

Keyphrases

step size
image processing
feature extraction
learning algorithm
multiscale
evolutionary algorithm
convex optimization