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Gaël Varoquaux

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78 papers 2010–2026

Multifractal analysis of Resting State Networks in functional MRI

Philippe Ciuciu, Gaël Varoquaux, Patrice Abry, Moty Almog
2011-01 ISBI

ICA-based sparse features recovery from FMRI datasets

Gaël Varoquaux, Merlin Keller, Jean-Baptiste Poline, Philippe Ciuciu, Bertrand Thirion
2010-01 ISBI

Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI

Gaël Varoquaux, Sasha Luccioni, Meredith Whittaker
2025-01 FAccT

Query-Level Uncertainty in Large Language Models

Lihu Chen, Gerard de Melo, Fabian M. Suchanek, Gaël Varoquaux
2026-01 ICLR

Learning to Discover Sparse Graphical Models

Eugene Belilovsky, Kyle Kastner, Gaël Varoquaux, Matthew B. Blaschko
2017-01 ICLR (Workshop)

Imputation for prediction: beware of diminishing returns

Marine Le Morvan, Gaël Varoquaux
2025-01 ICLR

Epistemic Uncertainty Quantification To Improve Decisions From Black-Box Models

Sébastien Melo, Gaël Varoquaux, Marine Le Morvan
2026-01 ICLR

Beyond calibration: estimating the grouping loss of modern neural networks

Alexandre Perez-Lebel, Marine Le Morvan, Gaël Varoquaux
2023-01 ICLR

Beyond Brain Reading: Randomized Sparsity and Clustering to Simultaneously Predict and Identify

Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion
2011-01 MLINI

A Comparative Study of Algorithms for Intra- and Inter-subjects fMRI Decoding

Vincent Michel, Alexandre Gramfort, Evelyn Eger, Gaël Varoquaux, Bertrand Thirion
2011-01 MLINI

Scalable Feature Learning on Huge Knowledge Graphs for Downstream Machine Learning

Félix Lefebvre, Gaël Varoquaux
2025-01 NeurIPS

What's a good imputation to predict with missing values?

Marine Le Morvan, Julie Josse, Erwan Scornet, Gaël Varoquaux
2021-01 NeurIPS

Testing for Differences in Gaussian Graphical Models: Applications to Brain Connectivity

Eugene Belilovsky, Gaël Varoquaux, Matthew B. Blaschko
2016-01 NIPS

Mapping paradigm ontologies to and from the brain

Yannick Schwartz, Bertrand Thirion, Gaël Varoquaux
2013-01 NIPS

Learning Neural Representations of Human Cognition across Many fMRI Studies

Arthur Mensch, Julien Mairal, Danilo Bzdok, Bertrand Thirion, Gaël Varoquaux
2017-01 NIPS

Relating Brain Functional Connectivity to Anatomical Connections: Model Selection

Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards
+1 more show fewer
Daniel Rueckert
2011-01 MLINI

NeuMiss networks: differentiable programming for supervised learning with missing values

Marine Le Morvan, Julie Josse, Thomas Moreau, Erwan Scornet, Gaël Varoquaux
2020-01 NeurIPS

Comparing distributions: 퓁

Meyer Scetbon, Gaël Varoquaux
2019-01 NeurIPS