Author

D. Berend

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Preprint Jul 2026

Power and Limits of Subset Selection in Statistical Estimation

We study the power and limitations of subset selection in statistical estimation through the framework of \emph{super-teaching}, where a teacher selects a subset of i.i.d. data to optimize a learner's estimator. Unlike prior work focused on specific distributions or fixed subset sizes, we develop a general theory under...

D. Barak-Pelleg, D. Berend · 0 citations