Variants of RMSProp and Adagrad with Logarithmic Regret Bounds.

Mahesh Chandra Mukkamala Matthias Hein

Published in: ICML (2017)

Keyphrases

regret bounds
lower bound
online learning
linear regression
multi armed bandit
upper bound
text classification
bregman divergences
bayesian networks
objective function
special case
least squares