conftrace_

exp-concave loss

10 papers

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Co-occurring keywords · papers mentioning both

online learning (4) generalization bound (3) regret bound (3) empirical risk minimization (3) exp-concave function (2) excess risk (2) online convex optimization (2) universal portfolio (1) worst-case model (1) stochastic convex optimization (1)

Papers

Calibeating Made Simple COLT 2026 Exploring Local Norms in Exp-concave Statistical Learning COLT 2023 Projection-free Online Exp-concave Optimization COLT 2023 Optimal Dynamic Regret in Exp-Concave Online Learning COLT 2021 PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes 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 NeurIPS 2015 On Stochastic and Worst-case Models for Investing NeurIPS 2009