conftrace_

exp-concave loss

6 papers

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Co-occurring keywords

online learning (1777) generalization bound (652) regret bound (1926) empirical risk minimization (352) universal portfolio (3) worst-case model (2) geometric brownian motion (2) worst-case optimization (14) total variation (49) convergence rate (607)

Papers

Optimal Dynamic Regret in Exp-Concave Online Learning COLT 2021
Average Stability is Invariant to Data Preconditioning. Implications to Exp-concave Empirical Risk Minimization JMLR 2018
Fast rates with high probability in exp-concave statistical learning AISTATS 2017
Exp-Concavity of Proper Composite Losses COLT 2015
Fast Rates for Exp-concave Empirical Risk Minimization NIPS 2015
On Stochastic and Worst-case Models for Investing NIPS 2009