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MarxistLeninist/
repro-eb-variance-oqkiE71wrC-bundle

2505.01987

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Reproduction — Sharp Empirical Bernstein Inequalities for the Variance of Bounded Random Variables

Independent reproduction of Martinez-Taboada & Ramdas, ICML 2026 (arXiv 2505.01987, OpenReview oqkiE71wrC). Every estimator and inequality is re-implemented from the paper's equations only (no author code). Claims are verified by Monte Carlo on CPU.

	Claims & verdicts

Claim Verdict

C1 Batch CI & anytime confidence sequence are valid for σ² (cover at ≥… See the full description on the dataset page: https://huggingface.co/datasets/MarxistLeninist/repro-eb-variance-oqkiE71wrC-bundle.