Skip to content
conftrace_

fast convergence rate

6 papers

Explore in graph

Co-occurring keywords · papers mentioning both

kernel methods (2) convergence rate (2) generalization bound (2) excess risk bound (2) learning theory (2) deep logistic regression (1) nonparametric supervised learning (1) pac-bayesian generalization bound (1) neural network (1) online-to-batch conversion (1)

Papers

Fast Excess Risk Rates via Offset Rademacher Complexity ICML 2023 Fast-Rate PAC-Bayesian Generalization Bounds for Meta-Learning ICML 2022 Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs AAAI 2020 Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance COLT 2019 Fast Rates for Exp-concave Empirical Risk Minimization NeurIPS 2015 The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning NeurIPS 2011