false-discovery-rate

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#false-discovery-rate

@EdgarDobriban: AI has helped resolve an important question in statistics. In the area of multiple hypothesis testing, the goal of cont…

X AI KOLs Following · 5d ago Cached

Using GPT-5.6 Sol Pro, Edgar Dobriban disproved a long-standing conjecture that the Benjamini-Hochberg procedure controls the false discovery rate for correlated two-sided Gaussian tests, showing it fails at a small but real level. The result is conceptual with limited practical impact but resolves a central question in statistics.

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#false-discovery-rate

SafeImpute: Reliable Clinical Data Imputation via Conformal Selection

arXiv cs.LG · 2026-07-08 Cached

SafeImpute proposes a reliable imputation framework for irregular clinical data using graph neural networks and conformal selection to control the false discovery rate of clinically unacceptable errors.

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