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knockoff filter

7 papers

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Co-occurring keywords · papers mentioning both

false discovery rate (7) feature selection (6) statistical inference (2) model-x knockoff (2) variable selection (2) density estimation (1) high-dimensional inference (1) feature correlation (1) group sparsity (1) markov chain monte carlo (1)

Papers

DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection NeurIPS 2024 Power of knockoff: The impact of ranking algorithm, augmented design, and symmetric statistic JMLR 2024 False Discovery Proportion control for aggregated Knockoffs NeurIPS 2023 Normalizing Flows for Knockoff-free Controlled Feature Selection NeurIPS 2022 Power analysis of knockoff filters for correlated designs NeurIPS 2019 False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking ICML 2016 The knockoff filter for FDR control in group-sparse and multitask regression ICML 2016