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Picture for Vincent Frouin

Vincent Frouin

NEUROSPIN

Continuation of Nesterov's Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging


Apr 22, 2018
Fouad Hadj-Selem, Tommy Lofstedt, Elvis Dohmatob, Vincent Frouin, Mathieu Dubois, Vincent Guillemot, Edouard Duchesnay

* 11 pages, 6 figures, accepted in IEEE TMI, IEEE Transactions on Medical Imaging 2018 

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A general multiblock method for structured variable selection


Oct 29, 2016
Tommy Löfstedt, Fouad Hadj-Selem, Vincent Guillemot, Cathy Philippe, Nicolas Raymond, Edouard Duchesney, Vincent Frouin, Arthur Tenenhaus

* 24 pages, 5 figures 

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Structured Sparse Principal Components Analysis with the TV-Elastic Net penalty


Sep 14, 2016
Amicie de Pierrefeu, Tommy Löfstedt, Fouad Hadj-Selem, Mathieu Dubois, Philippe Ciuciu, Vincent Frouin, Edouard Duchesnay

* 10 pages, 4 figures 

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Nonlinear functional mapping of the human brain


Sep 08, 2015
Nicholas Allgaier, Tobias Banaschewski, Gareth Barker, Arun L. W. Bokde, Josh C. Bongard, Uli Bromberg, Christian Büchel, Anna Cattrell, Patricia J. Conrod, Christopher M. Danforth, Sylvane Desrivières, Peter S. Dodds, Herta Flor, Vincent Frouin, Jürgen Gallinat, Penny Gowland, Andreas Heinz, Bernd Ittermann, Scott Mackey, Jean-Luc Martinot, Kevin Murphy, Frauke Nees, Dimitri Papadopoulos-Orfanos, Luise Poustka, Michael N. Smolka, Henrik Walter, Robert Whelan, Gunter Schumann, Hugh Garavan, IMAGEN Consortium

* 21 pages, 12 figures, and 1 table 

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Predictive support recovery with TV-Elastic Net penalty and logistic regression: an application to structural MRI


Jul 21, 2014
Mathieu Dubois, Fouad Hadj-Selem, Tommy Lofstedt, Matthieu Perrot, Clara Fischer, Vincent Frouin, Edouard Duchesnay


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PyXNAT: XNAT in Python


Jan 29, 2013
Yannick Schwartz, Alexis Barbot, Benjamin Thyreau, Vincent Frouin, Gaël Varoquaux, Aditya Siram, Daniel Marcus, Jean-Baptiste Poline

* Frontiers in Neuroinformatics 6, 12 (2012) 1-14 

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