68 citations · 348 across the 34 of their papers we have counts for
38 papers
Empirical Bayes prepivoting under group invariance: false discovery rate control and moderated t-tests
Nikolaos Ignatiadis, Etienne Roquain
We consider simultaneously testing hypotheses about thousands of units, e.g., genes or proteins, where each unit yields a handful of replicate measurements and we test whether its…
Confidence envelopes for the false discoveries with heterogeneous data
Romain Périer, Gilles Blanchard, Sebastian Döhler +2
In the context of selective inference, confidence envelopes for the false discoveries allow the user to select any subset of null hypotheses while having a statistical guarantee on…
Reliable conformal novelty detection at the decision boundary
Zijun Gao, Etienne Roquain, Daniel Xiang
Novelty detection via conformal -values and BH procedure provides distribution-free global false discovery rate (FDR) control. We present here fundamental limits of this approac…
Transductive conformal inference with adaptive scores
Ulysse Gazin, Gilles Blanchard, Etienne Roquain
Conformal inference is a fundamental and versatile tool that provides distribution-free guarantees for many machine learning tasks. We consider the transductive setting, where deci…
False discovery proportion envelopes with m-consistency
Iqraa Meah, Gilles Blanchard, Etienne Roquain
We provide new non-asymptotic false discovery proportion (FDP) confidence envelopes in several multiple testing settings relevant for modern high dimensional-data methods. We revis…
Adaptive novelty detection with false discovery rate guarantee
Ariane Marandon, Lihua Lei, David Mary +1
This paper studies the semi-supervised novelty detection problem where a set of "typical" measurements is available to the researcher. Motivated by recent advances in multiple test…