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bernstein inequality

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Co-occurring keywords · papers mentioning both

concentration inequality (2) empirical bound (1) finite-horizon mdp (1) empirical bernstein inequality (1) bounding excess loss (1) variance estimate (1) covariance operator estimation (1) pac guarantee (1) episodic reinforcement learning (1) scoring function (1)

Papers

An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications AISTATS 2025 Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables NeurIPS 2022 A Second-order Look at Stability and Generalization COLT 2017 Sample Complexity of Episodic Fixed-Horizon Reinforcement Learning NeurIPS 2015 Empirical Bernstein Inequalities for U-Statistics NeurIPS 2010