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Variable Selection with Knockoffs

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Deep-gKnock: Nonlinear group-feature selection with deep neural networks - ScienceDirect

Local false discovery rate estimation with competition‐based procedures for variable selection - Sun - 2024 - Statistics in Medicine - Wiley Online Library

Past Events from 3 May 2024 – 17 May 2024 – Collegio Carlo Alberto

The Methodology of Knockoffs - Outline

Local false discovery rate estimation with competition‐based procedures for variable selection - Sun - 2024 - Statistics in Medicine - Wiley Online Library

ROC performance of combined, morphological, and texturefeatures with

The systematic comparison between Gaussian mirror and Model-X knockoff models

CoxMKF: A Knockoff Filter for High-Dimensional Mediation Analysis with a Survival Outcome in Epigenetic Studies

Bayesian Hyper-LASSO Classification for Feature Selection with Application to Endometrial Cancer RNA-seq Data

An embedded gene selection method using knockoffs optimizing neural network, BMC Bioinformatics

Model-X Knockoffs: Using Machine Learning for Controlled High-Dimensional Variable Selection - TIB AV-Portal

Emmanuel Candès: “The Knockoffs Framework: New Statistical Tools for Replicable Selections”