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statistical robustness

6 papers

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Co-occurring keywords · papers mentioning both

kernel methods (2) spatial fairness (1) risk convergence (1) localized learning (1) failure probability (1) gradient-based estimation (1) rare event analysis (1) crop monitoring (1) bi-level learning (1) conditional random field (1)

Papers

Gradient-Informed Neural Network Statistical Robustness Estimation AISTATS 2023 Statistical Robustness of Empirical Risks in Machine Learning JMLR 2023 Fairness by “Where”: A Statistically-Robust and Model-Agnostic Bi-level Learning Framework AAAI 2022 Total Stability of SVMs and Localized SVMs JMLR 2022 Bandit algorithms: Letting go of logarithmic regret for statistical robustness AISTATS 2021 Stochastic Composite Likelihood JMLR 2010