93 citations · 305 across the 23 of their papers we have counts for
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stat.ML2021
Normalizing Flows for Knockoff-free Controlled Feature Selection
Derek Hansen, Brian Manzo, Jeffrey Regier
Controlled feature selection aims to discover the features a response depends on while limiting the false discovery rate (FDR) to a predefined level. Recently, multiple deep-learni…
astro-ph.IM2021★ 7 cited
Variational Inference for Deblending Crowded Starfields
Runjing Liu, Jon D. McAuliffe, Jeffrey Regier
In images collected by astronomical surveys, stars and galaxies often overlap visually. Deblending is the task of distinguishing and characterizing individual light sources in surv…