9 citations · 15 across the 4 of their papers we have counts for
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stat.ME2020
Powerful Knockoffs via Minimizing Reconstructability
Asher Spector, Lucas Janson
Model-X knockoffs allows analysts to perform feature selection using almost any machine learning algorithm while still provably controlling the expected proportion of false discove…
stat.ME2019
Relaxing the Assumptions of Knockoffs by Conditioning
Dongming Huang, Lucas Janson
The recent paper Candès et al. (2018) introduced model-X knockoffs, a method for variable selection that provably and non-asymptotically controls the false discovery rate with no r…