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bernstein condition

6 papers

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Co-occurring keywords · papers mentioning both

fast rate (3) generalization bound (2) online learning (2) vc class (1) fast rate convergence (1) central condition (1) gibbs posterior (1) pac-bayesian theory (1) heavy-tailed loss (1) heavy-tailed distribution (1)

Papers

Bayes Meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes JMLR 2025 PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes COLT 2021 PAC-Bayes Un-Expected Bernstein Inequality NeurIPS 2019 Combining Adversarial Guarantees and Stochastic Fast Rates in Online Learning NeurIPS 2016 Fast learning rates with heavy-tailed losses NeurIPS 2016 Fast Rates in Statistical and Online Learning JMLR 2015