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Picture for Gael Varoquaux

Gael Varoquaux

NEUROSPIN, PARIETAL

Manifold-regression to predict from MEG/EEG brain signals without source modeling



David Sabbagh , Pierre Ablin , Gael Varoquaux , Alexandre Gramfort , Denis A. Engemann


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Computational and informatics advances for reproducible data analysis in neuroimaging



Russell A. Poldrack , Krzysztof J. Gorgolewski , Gael Varoquaux


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Using Feature Grouping as a Stochastic Regularizer for High-Dimensional Noisy Data



Sergul Aydore , Bertrand Thirion , Olivier Grisel , Gael Varoquaux

* 12 pages, 14 figures 

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Stochastic Subsampling for Factorizing Huge Matrices



Arthur Mensch , Julien Mairal , Bertrand Thirion , Gael Varoquaux

* IEEE Transactions on Signal Processing, 2018, 66 (1), pp 113-128 
* IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, A Para\^itre 

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Fast clustering for scalable statistical analysis on structured images



Bertrand Thirion , Andrés Hoyos-Idrobo , Jonas Kahn , Gael Varoquaux

* ICML Workshop on Statistics, Machine Learning and Neuroscience (Stamlins 2015), Jul 2015, Lille, France 

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Region segmentation for sparse decompositions: better brain parcellations from rest fMRI



Alexandre Abraham , Elvis Dohmatob , Bertrand Thirion , Dimitris Samaras , Gael Varoquaux

* Sparsity Techniques in Medical Imaging, Sep 2014, Boston, United States. pp.8 

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Small-sample Brain Mapping: Sparse Recovery on Spatially Correlated Designs with Randomization and Clustering



Gael Varoquaux , Alexandre Gramfort , Bertrand Thirion

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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