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huber contamination

7 papers

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Co-occurring keywords

robust statistics (102) contamination model (9) mean estimation (70) exponential supermartingale (1) robust mean estimation (11) heavy-tailed reward (13) frobenius norm (18) robust testing (4) confidence sequence (16) optimal algorithm (26)

Papers

On Private and Robust Bandits NIPS 2023
Huber-robust confidence sequences AISTATS 2023
Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression NIPS 2023
Streaming Algorithms for High-Dimensional Robust Statistics ICML 2022
The Sample Complexity of Robust Covariance Testing COLT 2021
Adversarially Robust Change Point Detection NIPS 2021
On Minimax Optimality of GANs for Robust Mean Estimation AISTATS 2020