A knockoff filter for high-dimensional selective inference

A knockoff filter for high-dimensional selective inference

10 February 2016

Rina Foygel Barber

Emmanuel J. Candes

Papers citing "A knockoff filter for high-dimensional selective inference"

18 / 18 papers shown

Title
Knockoffs-SPR: Clean Sample Selection in Learning with Noisy Labels Yikai Wang Yanwei Fu Xinwei Sun NoLa 52 8 0 02 Jan 2023
Nonparametric augmented probability weighting with sparsity Xin He Xiaojun Mao Zhonglei Wang 23 0 0 28 Sep 2022
Error-based Knockoffs Inference for Controlled Feature Selection Xuebin Zhao H. Chen Yingjie Wang Weifu Li Tieliang Gong Yulong Wang Feng Zheng 36 1 0 09 Mar 2022
Variable Selection with the Knockoffs: Composite Null Hypotheses Mehrdad Pournaderi Yu Xiang 25 1 0 06 Mar 2022
High-Dimensional Knockoffs Inference for Time Series Data Chien-Ming Chi Yingying Fan C. Ing Jinchi Lv AI4TS 27 6 0 18 Dec 2021
The Terminating-Random Experiments Selector: Fast High-Dimensional Variable Selection with False Discovery Rate Control Jasin Machkour Michael Muma Daniel P. Palomar 21 11 0 12 Oct 2021
Whiteout: when do fixed-X knockoffs fail? Xiao Li William Fithian 18 9 0 30 Jun 2021
Semi-supervised multiple testing D. Mary Étienne Roquain 16 14 0 25 Jun 2021
BEAUTY Powered BEAST Kai Zhang Zhigen Zhao Wen-Xin Zhou 23 8 0 01 Mar 2021
$Empirical Bayes cumulative $\ell$-value multiple testing procedure for sparse sequences$ Empirical Bayes cumulative $\ell$ -value multiple testing procedure for sparse sequences Kweku Abraham I. Castillo Étienne Roquain 11 6 0 01 Feb 2021
FANOK: Knockoffs in Linear Time Armin Askari Quentin Rebjock Alexandre d’Aspremont L. Ghaoui 16 4 0 15 Jun 2020
Knockoffs with Side Information Zhimei Ren Emmanuel Candès 11 20 0 22 Jan 2020
More Powerful Selective Kernel Tests for Feature Selection Jen Ning Lim M. Yamada Wittawat Jitkrittum Y. Terada S. Matsui Hidetoshi Shimodaira 50 9 0 14 Oct 2019
Model-free Feature Screening and FDR Control with Knockoff Features Wanjun Liu Y. Ke Jingyuan Liu Runze Li 24 56 0 19 Aug 2019
DeepPINK: reproducible feature selection in deep neural networks Yang Young Lu Yingying Fan Jinchi Lv William Stafford Noble FAtt 19 124 0 04 Sep 2018
Null-free False Discovery Rate Control Using Decoy Permutations Kun He Mengjie Li Yan Fu Fuzhou Gong Xiaoming Sun 21 36 0 23 Apr 2018
RANK: Large-Scale Inference with Graphical Nonlinear Knockoffs Yingying Fan Emre Demirkaya Gaorong Li Jinchi Lv 23 70 0 31 Aug 2017
Selective inference with unknown variance via the square-root LASSO Xiaoying Tian Joshua R. Loftus Jonathan E. Taylor 40 38 0 29 Apr 2015