58 citations · 276 across the 26 of their papers we have counts for
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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…
stat.ME2019★ 58 cited
Metropolized Knockoff Sampling
Stephen Bates, Emmanuel Candès, Lucas Janson +1
Model-X knockoffs is a wrapper that transforms essentially any feature importance measure into a variable selection algorithm, which discovers true effects while rigorously control…