Thirion, Bertrand

1. Machine Learning for Neuroimaging with Scikit-Learn
   2014/12/12 by Alexandre Abraham, Abraham, Alexandre, Fabian Pedregosa +15 · 24 citations
   Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function
2. NeuroQuery: comprehensive meta-analysis of human brain mapping
   2020/02/21 by Dockès, Jérôme, Poldrack, Russell, Primet, Romain +5 · 6 citations
   #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (stat.ML) #Quantitative Methods (q-bio.QM)
3. Fine-grain atlases of functional modes for fMRI analysis
   2020/03/05 by Dadi, Kamalaker, Varoquaux, Gaël, Machlouzarides-Shalit, Antonia +4 · 4 citations
   #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC) #Signal Processing (eess.SP) #electronic engineering #information engineering
4. Brain covariance selection: better individual functional connectivity models using population prior
   2010/08/30 by Gaël Varoquaux, Alexandre Gramfort, Varoquaux, Gaël +5 · 2 citations
   Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (stat.ML) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
5. Go Figure: Transparency in neuroscience images preserves context and clarifies interpretation
   2025/04/10 by Paul A. Taylor, Himanshu Aggarwal, Taylor, Paul A. +81 · 5 voices · 2 citations
   #q-bio.NC
6. Multi-scale Mining of fMRI data with Hierarchical Structured Sparsity
   2011/05/02 by Jenatton, Rodolphe, Gramfort, Alexandre, Michel, Vincent +4 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (stat.ML)
7. Information-Restricted Neural Language Models Reveal Different Brain Regions' Sensitivity to Semantics, Syntax and Context
   2023/02/28 by Alexandre Pasquiou, Pasquiou, Alexandre, Yair Lakretz +5 · 2 citations
   Neuroscience · Psychology · #Neurobiology of Language and Bilingualism #Reading and Literacy Development
8. Statistically Valid Variable Importance Assessment through Conditional Permutations
   2023/09/14 by Ahmad Chamma, Denis A. Engemann, Chamma, Ahmad +3 · 3 citations
   Mathematics · Computer Science · Economics, Econometrics and Finance · #Statistical Methods in Clinical Trials #Machine Learning in Healthcare #Health Systems, Economic Evaluations, Quality of Life
9. Approximate message-passing for convex optimization with non-separable penalties
   2018/09/17 by Manoel, Andre, Krzakala, Florent, Varoquaux, Gaël +2 · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. Variable Importance in High-Dimensional Settings Requires Grouping
    2023/12/18 by Chamma, Ahmad, Thirion, Bertrand, Engemann, Denis A. · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Aggregation of Multiple Knockoffs
    2020/02/21 by Nguyen, Tuan-Binh, Chevalier, Jérôme-Alexis, Thirion, Bertrand +1 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
12. Functional Magnetic Resonance Imaging data augmentation through\n conditional ICA
    2021/07/11 by Badr Tajini, Tajini, Badr, Richard Hugo +3 · 1 citation
    Computer Science · Neuroscience · Engineering · #Blind Source Separation Techniques #Neural dynamics and brain function #Advanced Memory and Neural Computing
13. Statistical Inference with Ensemble of Clustered Desparsified Lasso
    2018/06/15 by Chevalier, Jérôme-Alexis, Salmon, Joseph, Thirion, Bertrand · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences
14. ECKO: Ensemble of Clustered Knockoffs for multivariate inference on fMRI data
    2019/03/12 by Nguyen, Tuan-Binh, Chevalier, Jérôme-Alexis, Thirion, Bertrand · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Statistics Theory (math.ST)
15. Unsupervised Learning for Optimal Transport plan prediction between unbalanced graphs
    2025/05/21 by Sonia Mazelet, Rémi Flamary, Mazelet, Sonia +3 · 1 voice · 1 citation
    Engineering · Computer Science · #Traffic Prediction and Management Techniques #Text and Document Classification Technologies #Vehicle License Plate Recognition
16. Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry
    2025/05/20 by Collas, Antoine, Ju, Ce, Salvy, Nicolas +1 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering