Variable Selection with Knockoffs
By A Mystery Man Writer
An illustration of the StabKoff selection procedure
Variable selection with false discovery rate control in deep neural networks
Sensors, Free Full-Text
GhostKnockoff inference empowers identification of putative causal variants in genome-wide association studies
Conditional feature importance for mixed data
Model-X Knockoffs: Using Machine Learning for Controlled High-Dimensional Variable Selection - TIB AV-Portal
Grace-AKO: a novel and stable knockoff filter for variable selection incorporating gene network structures, BMC Bioinformatics
Emmanuel Candès: “The Knockoffs Framework: New Statistical Tools for Replicable Selections”
2022 – 2023 Acad. Year UCLA Statistics & Data Science