Adaptive Methods

Lipschitz and Comparator-Norm Adaptivity in Online Learning

COLT 2020

Lipschitz Adaptivity with Multiple Learning Rates in Online Learning

COLT 2019

PAC-Bayes Un-Expected Bernstein Inequality

NeurIPS 2019