conftrace_

exp-concave function

6 papers

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Co-occurring keywords

adaptive method (30) learning rate (192) online convex optimization (165) empirical risk minimization (352) fast rate (13) fast convergence rate (5) constant regret (6) local norm (1) strongly adaptive algorithm (3) multi-expert prediction (2)

Papers

Second Order Path Variationals in Non-Stationary Online Learning AISTATS 2023
Constant regret for sequence prediction with limited advice ALT 2023
Exploring Local Norms in Exp-concave Statistical Learning COLT 2023
MetaGrad: Adaptation using Multiple Learning Rates in Online Learning JMLR 2021
MetaGrad: Multiple Learning Rates in Online Learning NIPS 2016
Fast Rates for Exp-concave Empirical Risk Minimization NIPS 2015