Jérôme-Alexis Chevalier | DeepAI

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Featured Co-authors

Alexandre Gramfort
73 publications
Bertrand Thirion
46 publications
Joseph Salmon
37 publications
Binh T. Nguyen
26 publications
Sylvain Arlot
13 publications
Tuan-Binh Nguyen
2 publications

∙ 06/04/2021

Spatially relaxed inference on high-dimensional linear models

We consider the inference problem for high-dimensional linear models, wh...

5 Jérôme-Alexis Chevalier, et al. ∙

∙ 09/29/2020

Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task Lasso

Detecting where and when brain regions activate in a cognitive task or i...

12 Jérôme-Alexis Chevalier, et al. ∙

∙ 02/21/2020

Aggregation of Multiple Knockoffs

We develop an extension of the Knockoff Inference procedure, introduced ...

9 Binh T. Nguyen, et al. ∙

∙ 03/12/2019

ECKO: Ensemble of Clustered Knockoffs for multivariate inference on fMRI data

Continuous improvement in medical imaging techniques allows the acquisit...

0 Tuan-Binh Nguyen, et al. ∙

∙ 06/15/2018

Statistical Inference with Ensemble of Clustered Desparsified Lasso

Medical imaging involves high-dimensional data, yet their acquisition is...

0 Jérôme-Alexis Chevalier, et al. ∙

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