fast rate

Bayes Meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes JMLR 2025 Certified private data release for sparse Lipschitz functions AISTATS 2024 Fast Rates in Time-Varying Strongly Monotone Games ICML 2023 Revisiting Simple Regret: Fast Rates for Returning a Good Arm ICML 2023 Efficient Methods for Online Multiclass Logistic Regression ALT 2022 MetaGrad: Adaptation using Multiple Learning Rates in Online Learning JMLR 2021 PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes COLT 2021 Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance COLT 2019 Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes NeurIPS 2019 Sum-of-squares meets square loss: Fast rates for agnostic tensor completion COLT 2019 Fast Rates for Empirical Risk Minimization of Strict Saddle Problems COLT 2017 Combining Adversarial Guarantees and Stochastic Fast Rates in Online Learning NeurIPS 2016 From Stochastic Mixability to Fast Rates NeurIPS 2014 Mixability in Statistical Learning NeurIPS 2012