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sub-gaussian bound

5 papers

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Co-occurring keywords · papers mentioning both

heavy-tailed distribution (3) mean estimation (2) median of mean (1) online-to-batch conversion (1) smoothed fisher information (1) sub-gaussian tail bound (1) sub-gaussian rate (1) heavy-tailed data (1) finite-sample guarantee (1) robust mean estimation (1)

Papers

Data-Driven Confidence Intervals with Optimal Rates for the Mean of Heavy-Tailed Distributions AISTATS 2024 Efficient median of means estimator COLT 2023 Finite-Sample Symmetric Mean Estimation with Fisher Information Rate COLT 2023 Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond 1+α Moments NeurIPS 2023 Anytime Guarantees under Heavy-Tailed Data AAAI 2022