conftrace_

fast rate

13 papers

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Co-occurring keywords

learning theory (519) bernstein condition (5) convergence rate (607) regret bound (1926) learning rate (192) generalization bound (652) stochastic mixability (3) margin condition (8) empirical risk minimization (352) online learning (1777)

Papers

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
Sum-of-squares meets square loss: Fast rates for agnostic tensor completion COLT 2019
Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes NIPS 2019
Fast Rates for Empirical Risk Minimization of Strict Saddle Problems COLT 2017
Combining Adversarial Guarantees and Stochastic Fast Rates in Online Learning NIPS 2016
From Stochastic Mixability to Fast Rates NIPS 2014
Mixability in Statistical Learning NIPS 2012