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Sharp Bounds on the Winner's Bias under Independent and Nonnegatively Correlated Noise

arXiv cs.LG ↗ · 2026-10-27 Cached

该论文确定了在独立非同分布噪声和两两非负相关噪声下,选择最大噪声分数所产生的“赢家偏差”的尖锐常数界,并将全部定理在 Lean 4 中形式化验证,同时在 448 个模型选择流程上验证了结论的实际意义。

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