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missing data 2adversarial corruption 1gaussian mean estimation 1high-dimensional statistics 1information-theoretic bounds 1linear regression 1realizable contamination 1robust statistics 1statistical query lower bounds 1

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stat.ML2024

Replicability in High Dimensional Statistics

Max Hopkins, Russell Impagliazzo, Daniel Kane +2

The replicability crisis is a major issue across nearly all areas of empirical science, calling for the formal study of replicability in statistics. Motivated in this context, [Imp…