conftrace_

concentration bound

36 papers

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Co-occurring keywords · papers mentioning both

conditional value at risk (4) sample complexity (4) confidence interval (3) wasserstein distance (3) sub-gaussian distribution (2) risk measure (2) weighted automaton (2) stochastic bandit (2) zero-sum game (2) regret bound (2)

Papers

Demystifying Orthogonal Monte Carlo and Beyond NeurIPS 2020 Sharp uniform convergence bounds through empirical centralization NeurIPS 2020 Concentration of risk measures: A Wasserstein distance approach NeurIPS 2019 Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness NeurIPS 2019 An Information-Theoretic Route from Generalization in Expectation to Generalization in Probability AISTATS 2017 How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices? ICML 2017 Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning JMLR 2016 On TD(0) with function approximation: Concentration bounds and a centered variant with exponential convergence ICML 2015 Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning ICML 2014 Two-Sided Exponential Concentration Bounds for Bayes Error Rate and Shannon Entropy ICML 2013 Concentration Bounds for Unigram Language Models JMLR 2005