Power and Limits of Subset Selection in Statistical Estimation

Dina Barak-Pelleg, Daniel Berend

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…