On exponential convergence of SGD in non-convex over-parametrized learning.

Raef Bassily Mikhail Belkin Siyuan Ma

Published in: CoRR (2018)

Keyphrases

learning process
reinforcement learning
learning algorithm
online learning
convex optimization
genetic algorithm
prior knowledge
cost function
state space
support vector machine
knowledge acquisition
unsupervised learning
mobile learning
learning problems