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false discovery rate

75 papers

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Also known as

FDR

Co-occurring keywords

multiple hypothesis testing (23) hypothesis testing (254) multiple testing (22) feature selection (649) statistical inference (146) variable selection (146) knockoff filter (7) online learning (1770) statistical testing (98) online testing (8)

Papers

Deep Direct Likelihood Knockoffs NIPS 2020
A New Perspective on Pool-Based Active Classification and False-Discovery Control NIPS 2019
Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization AISTATS 2019
Discovering Conditionally Salient Features with Statistical Guarantees ICML 2019
Power analysis of knockoff filters for correlated designs NIPS 2019
ADDIS: an adaptive discarding algorithm for online FDR control with conservative nulls NIPS 2019
Kernel Stein Tests for Multiple Model Comparison NIPS 2019
Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits ICML 2019
Understanding Learned Models by Identifying Important Features at the Right Resolution AAAI 2019
Knockoffs for the Mass: New Feature Importance Statistics with False Discovery Guarantees AISTATS 2019
Black Box FDR ICML 2018
SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate ICML 2018
A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control NIPS 2017
Sequential Multiple Hypothesis Testing with Type I Error Control AISTATS 2017
Online control of the false discovery rate with decaying memory NIPS 2017
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features NIPS 2017
Power of Ordered Hypothesis Testing ICML 2016
The knockoff filter for FDR control in group-sparse and multitask regression ICML 2016
Fast Saddle-Point Algorithm for Generalized Dantzig Selector and FDR Control with Ordered L1-Norm AISTATS 2016
False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking ICML 2016
Multiple Testing under Dependence via Semiparametric Graphical Models ICML 2014
Asymptotic Results on Adaptive False Discovery Rate Controlling Procedures Based on Kernel Estimators JMLR 2013
Adaptive False Discovery Rate Control under Independence and Dependence JMLR 2009
Controlling the False Discovery Rate of the Association/Causality Structure Learned with the PC Algorithm JMLR 2009
Streamwise Feature Selection JMLR 2006