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01/17/2023
A Fast Algorithm for Adaptive Private Mean Estimation
We design an (ε, δ)-differentially private algorithm to estimate the mea...
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05/26/2022
Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric Classification
While a broad range of techniques have been proposed to tackle distribut...
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12/24/2021
Is Importance Weighting Incompatible with Interpolating Classifiers?
Importance weighting is a classic technique to handle distribution shift...
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11/03/2019
