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offset rademacher complexity

3 papers

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Co-occurring keywords · papers mentioning both

excess risk bound (2) empirical risk minimization (2) improper estimator (1) fast convergence rate (1) deep logistic regression (1) nonparametric supervised learning (1) square loss regression (1) empirical risk minimizer (1) loss function (1) local rademacher complexity (1)

Papers

Exponential Tail Local Rademacher Complexity Risk Bounds Without the Bernstein Condition JMLR 2024 Fast Excess Risk Rates via Offset Rademacher Complexity ICML 2023 Learning with Square Loss: Localization through Offset Rademacher Complexity COLT 2015