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Statistical Inference with Ensemble of Clustered Desparsified Lasso

 Jérôme-Alexis Chevalier , Joseph Salmon , Bertrand Thirion
MICCAI, 2018, Grenade, Spain
Communication dans un congrès hal-01815255v1
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Decoding with Confidence: Statistical Control on Decoder Maps

 Jérôme-Alexis Chevalier , Tuan-Binh Nguyen , Joseph Salmon , Gaël Varoquaux , Bertrand Thirion
NeuroImage, 2021, pp.117921. ⟨10.1016/j.neuroimage.2021.117921⟩
Article dans une revue hal-03179728v1
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Aggregation of Multiple Knockoffs

 Tuan-Binh Nguyen , Jérôme-Alexis Chevalier , Bertrand Thirion , Sylvain Arlot
ICML 2020 - 37th International Conference on Machine Learning, Jul 2020, Vienne / Virtual, Austria
Communication dans un congrès hal-02888693v1
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Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task Lasso

 Jérôme-Alexis Chevalier , Alexandre Gramfort , Joseph Salmon , Bertrand Thirion
NeurIPS 2020 - 34h Conference on Neural Information Processing Systems, Dec 2020, Vancouver /Virtual, Canada
Communication dans un congrès hal-03023228v1
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Spatially relaxed inference on high-dimensional linear models

 Jérôme-Alexis Chevalier , Tuan-Binh Nguyen , Bertrand Thirion , Joseph Salmon
Statistics and Computing, 2021, 32 (83), ⟨10.1007/s11222-022-10139-6⟩
Article dans une revue hal-03887430v1
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ECKO: Ensemble of Clustered Knockoffs for robust multivariate inference on MRI data

 Tuan-Binh Nguyen , Jérôme-Alexis Chevalier , Bertrand Thirion
IPMI 2019 - International Conference on Information Processing in Medical Imaging, Jun 2019, Hong Kong, Hong Kong SAR China. ⟨10.1007/978-3-030-20351-1_35⟩
Communication dans un congrès hal-02076510v1
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