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Gaël Varoquaux

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78 papers 2010–2026

Why do tree-based models still outperform deep learning on typical tabular data?

Léo Grinsztajn, Edouard Oyallon, Gaël Varoquaux
2022-01 NeurIPS

Brain covariance selection: better individual functional connectivity models using population prior

Gaël Varoquaux, Alexandre Gramfort, Jean-Baptiste Poline, Bertrand Thirion
2010-01 NIPS

Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data

Danilo Bzdok, Michael Eickenberg, Olivier Grisel, Bertrand Thirion, Gaël Varoquaux
2015-01 NIPS

Learning brain regions via large-scale online structured sparse dictionary learning

Elvis Dohmatob, Arthur Mensch, Gaël Varoquaux, Bertrand Thirion
2016-01 NIPS

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

David Sabbagh, Pierre Ablin, Gaël Varoquaux, Alexandre Gramfort, Denis A. Engemann
2019-01 NeurIPS

Statistical Learning for Resting-State fMRI: Successes and Challenges

Gaël Varoquaux, Bertrand Thirion
2011-01 MLINI

Improved Brain Pattern Recovery through Ranking Approaches

Fabian Pedregosa, Elodie Cauvet, Gaël Varoquaux, Christophe Pallier, Bertrand Thirion, Alexandre Gramfort
2012-01 PRNI

Robust Group-Level Inference in Neuroimaging Genetic Studies

Virgile Fritsch, Benoit Da Mota, Gaël Varoquaux, Vincent Frouin, Eva Loth, Jean-Baptiste Poline
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Bertrand Thirion
2013-01 PRNI

Comparing functional connectivity based predictive models across datasets

Kamalaker Dadi, Alexandre Abraham, Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux
2016-01 PRNI

Connectivity-informed Sparse Classifiers for fMRI Brain Decoding

Bernard Ng, Viviana Siless, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion, Rafeef Abugharbieh
2012-01 PRNI

Decoding Visual Percepts Induced by Word Reading with fMRI

Alexandre Gramfort, Christophe Pallier, Gaël Varoquaux, Bertrand Thirion
2012-01 PRNI

Controlling a confound in predictive models with a test set minimizing its effect

Darya Chyzhyk, Gaël Varoquaux, Bertrand Thirion, Michael P. Milham
2018-01 PRNI

Speeding-Up Model-Selection in Graphnet via Early-Stopping and Univariate Feature-Screening

Elvis Dohmatob, Michael Eickenberg, Bertrand Thirion, Gaël Varoquaux
2015-01 PRNI

Multi-output predictions from neuroimaging: assessing reduced-rank linear models

Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux
2017-01 PRNI

Identifying Predictive Regions from fMRI with TV-L1 Prior

Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux
2013-01 PRNI

Towards a faster randomized parcellation based inference

Andrés Hoyos Idrobo, Gaël Varoquaux, Bertrand Thirion
2017-01 PRNI

On Spatial Selectivity and Prediction across Conditions with fMRI

Yannick Schwartz, Gaël Varoquaux, Bertrand Thirion
2012-01 PRNI

Social-sparsity brain decoders: faster spatial sparsity

Gaël Varoquaux, Matthieu Kowalski, Bertrand Thirion
2016-01 PRNI