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knockoff filter

7 papers

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Co-occurring keywords

false discovery rate (75) feature selection (649) statistical inference (146) model-x knockoff (3) variable selection (146) density estimation (397) high-dimensional inference (48) feature correlation (64) group sparsity (49) markov chain monte carlo (724)

Papers

Power of knockoff: The impact of ranking algorithm, augmented design, and symmetric statistic JMLR 2024

DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection NIPS 2024

False Discovery Proportion control for aggregated Knockoffs NIPS 2023

Normalizing Flows for Knockoff-free Controlled Feature Selection NIPS 2022

Power analysis of knockoff filters for correlated designs NIPS 2019

The knockoff filter for FDR control in group-sparse and multitask regression ICML 2016

False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking ICML 2016