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Bertrand Thirion

PARIETAL

Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps


Jul 07, 2022
Alexandre Pasquiou, Yair Lakretz, John Hale, Bertrand Thirion, Christophe Pallier

* ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States. pp.18 

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Aligning individual brains with Fused Unbalanced Gromov-Wasserstein


Jun 19, 2022
Alexis Thual, Huy Tran, Tatiana Zemskova, Nicolas Courty, Rémi Flamary, Stanislas Dehaene, Bertrand Thirion


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A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension


May 29, 2022
Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot


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Shared Independent Component Analysis for Multi-Subject Neuroimaging


Oct 26, 2021
Hugo Richard, Pierre Ablin, Bertrand Thirion, Alexandre Gramfort, Aapo Hyvärinen

* Accepted at NeurIPS 2021 

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Label scarcity in biomedicine: Data-rich latent factor discovery enhances phenotype prediction


Oct 12, 2021
Marc-Andre Schulz, Bertrand Thirion, Alexandre Gramfort, Gaël Varoquaux, Danilo Bzdok

* Accepted at NIPS 2017 Workshop on Machine Learning for Health 

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Functional Magnetic Resonance Imaging data augmentation through conditional ICA


Jul 14, 2021
Badr Tajini, Hugo Richard, Bertrand Thirion

* 14 pages, 5 figures, 7 tables 

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Spatially relaxed inference on high-dimensional linear models


Jun 04, 2021
Jérôme-Alexis Chevalier, Tuan-Binh Nguyen, Bertrand Thirion, Joseph Salmon


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Adaptive Multi-View ICA: Estimation of noise levels for optimal inference


Feb 22, 2021
Hugo Richard, Pierre Ablin, Aapo Hyvärinen, Alexandre Gramfort, Bertrand Thirion


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


Sep 29, 2020
Jérôme-Alexis Chevalier, Alexandre Gramfort, Joseph Salmon, Bertrand Thirion

* 21 pages 

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Modeling Shared Responses in Neuroimaging Studies through MultiView ICA


Jun 12, 2020
Hugo Richard, Luigi Gresele, Aapo Hyvärinen, Bertrand Thirion, Alexandre Gramfort, Pierre Ablin


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