61 citations · 92 across the 11 of their papers we have counts for
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stat.ME2026
Response-guided knockoffs for directional FDR control in linear models
Jack Freestone, Garth Tarr, Samuel Muller +1
We consider the problem of feature selection in linear models with finite-sample control of the false discovery rate (FDR). While existing knockoff-based methods control the direct…
stat.ME2026
Robust Best Subset Selection via Fast Approximate MM-Estimation
Martin Huang, Samuel Muller, Garth Tarr
Best subset selection procedures typically rely on a squared error loss, where a small number of outlying observations may distort the entire solution path. Replacing this loss wit…