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sub-gaussian rate

5 papers

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Co-occurring keywords · papers mentioning both

mean estimation (4) heavy-tailed distribution (2) robust estimation (2) sub-gaussian bound (1) heavy-tailed statistics (1) optimal statistical efficiency (1) smoothed fisher information (1) sum-of-squares hierarchy (1) heavy-tailed statistical estimation (1) martingale concentration (1)

Papers

Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD NeurIPS 2024 Finite-Sample Symmetric Mean Estimation with Fisher Information Rate COLT 2023 A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates COLT 2020 Outlier Robust Mean Estimation with Subgaussian Rates via Stability NeurIPS 2020 Fast Mean Estimation with Sub-Gaussian Rates COLT 2019