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2020 – today
- 2024
[c103]Ahmad Chamma, Bertrand Thirion, Denis A. Engemann:
Variable Importance in High-Dimensional Settings Requires Grouping. AAAI 2024: 11195-11203- [i45]Himanshu Aggarwal, Liza Al-Shikhley, Bertrand Thirion:
Across-subject ensemble-learning alleviates the need for large samples for fMRI decoding. CoRR abs/2407.12056 (2024) - 2023
- [c102]Alexandre Blain, Bertrand Thirion, Olivier Grisel, Pierre Neuvial:
False Discovery Proportion control for aggregated Knockoffs. NeurIPS 2023 - [c101]Ahmad Chamma, Denis A. Engemann, Bertrand Thirion:
Statistically Valid Variable Importance Assessment through Conditional Permutations. NeurIPS 2023 - [i44]Alexandre Pasquiou, Yair Lakretz, Bertrand Thirion, Christophe Pallier:
Information-Restricted Neural Language Models Reveal Different Brain Regions' Sensitivity to Semantics, Syntax and Context. CoRR abs/2302.14389 (2023) - [i43]Alexandre Pasquiou, Yair Lakretz, Bertrand Thirion, Christophe Pallier:
Probing Brain Context-Sensitivity with Masked-Attention Generation. CoRR abs/2305.13863 (2023) - [i42]Ahmad Chamma, Denis A. Engemann, Bertrand Thirion:
Statistically Valid Variable Importance Assessment through Conditional Permutations. CoRR abs/2309.07593 (2023) - [i41]Ahmad Chamma, Bertrand Thirion, Denis A. Engemann:
Variable Importance in High-Dimensional Settings Requires Grouping. CoRR abs/2312.10858 (2023) - 2022
- [j55]Alexandre Blain
, Bertrand Thirion, Pierre Neuvial:
Notip: Non-parametric true discovery proportion control for brain imaging. NeuroImage 260: 119492 (2022) - [j54]Jérôme-Alexis Chevalier, Tuan-Binh Nguyen, Bertrand Thirion, Joseph Salmon:
Spatially relaxed inference on high-dimensional linear models. Stat. Comput. 32(5): 83 (2022) - [c100]Alexandre Pasquiou, Yair Lakretz, John T. Hale, Bertrand Thirion, Christophe Pallier:
Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps. ICML 2022: 17499-17516 - [c99]Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot:
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension. NeurIPS 2022 - [c98]Alexis Thual, Quang Huy Tran, Tatiana Zemskova, Nicolas Courty, Rémi Flamary, Stanislas Dehaene, Bertrand Thirion:
Aligning individual brains with fused unbalanced Gromov Wasserstein. NeurIPS 2022 - [i40]Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot:
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension. CoRR abs/2205.14613 (2022) - [i39]Alexandre Pasquiou, Yair Lakretz, John T. Hale, Bertrand Thirion, Christophe Pallier:
Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps. CoRR abs/2207.03380 (2022) - 2021
- [j53]Elvis Dohmatob, Hugo Richard, Ana Luísa Pinho, Bertrand Thirion:
Brain topography beyond parcellations: Local gradients of functional maps. NeuroImage 229: 117706 (2021) - [j52]Yu Zhang, Loïc Tetrel, Bertrand Thirion, Pierre Bellec:
Functional annotation of human cognitive states using deep graph convolution. NeuroImage 231: 117847 (2021) - [j51]Jérôme-Alexis Chevalier, Tuan-Binh Nguyen, Joseph Salmon, Gaël Varoquaux, Bertrand Thirion:
Decoding with confidence: Statistical control on decoder maps. NeuroImage 234: 117921 (2021) - [j50]Thomas Bazeille, Elizabeth Dupre, Hugo Richard, Jean-Baptiste Poline, Bertrand Thirion:
An empirical evaluation of functional alignment using inter-subject decoding. NeuroImage 245: 118683 (2021) - [j49]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Extracting representations of cognition across neuroimaging studies improves brain decoding. PLoS Comput. Biol. 17(5) (2021) - [c97]Badr Tajini, Hugo Richard, Bertrand Thirion:
Functional Magnetic Resonance Imaging Data Augmentation Through Conditional ICA. MICCAI (2) 2021: 491-500 - [c96]Hugo Richard, Pierre Ablin, Bertrand Thirion, Alexandre Gramfort, Aapo Hyvärinen:
Shared Independent Component Analysis for Multi-Subject Neuroimaging. NeurIPS 2021: 29962-29971 - [i38]Hugo Richard, Pierre Ablin, Aapo Hyvärinen, Alexandre Gramfort, Bertrand Thirion:
Adaptive Multi-View ICA: Estimation of noise levels for optimal inference. CoRR abs/2102.10964 (2021) - [i37]Badr Tajini, Hugo Richard, Bertrand Thirion:
Functional Magnetic Resonance Imaging data augmentation through conditional ICA. CoRR abs/2107.06104 (2021) - [i36]Marc-Andre Schulz, Bertrand Thirion, Alexandre Gramfort, Gaël Varoquaux, Danilo Bzdok:
Label scarcity in biomedicine: Data-rich latent factor discovery enhances phenotype prediction. CoRR abs/2110.06135 (2021) - [i35]Hugo Richard, Pierre Ablin, Bertrand Thirion, Alexandre Gramfort, Aapo Hyvärinen:
Shared Independent Component Analysis for Multi-Subject Neuroimaging. CoRR abs/2110.13502 (2021) - 2020
- [j48]Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort:
Multi-subject MEG/EEG source imaging with sparse multi-task regression. NeuroImage 220: 116847 (2020) - [j47]Kamalaker Dadi, Gaël Varoquaux, Antonia Machlouzarides-Shalit, Krzysztof J. Gorgolewski, Demian Wassermann, Bertrand Thirion, Arthur Mensch:
Fine-grain atlases of functional modes for fMRI analysis. NeuroImage 221: 117126 (2020) - [j46]Danilo Bzdok, Denis A. Engemann, Bertrand Thirion:
Inference and Prediction Diverge in Biomedicine. Patterns 1(8): 100119 (2020) - [c95]Lucas Martin, Julie Josse, Bertrand Thirion:
Multivariate Analysis is Sufficient for Lesion-Behaviour Mapping. BrainLes@MICCAI (1) 2020: 92-100 - [c94]Tuan-Binh Nguyen, Jérôme-Alexis Chevalier, Bertrand Thirion, Sylvain Arlot:
Aggregation of Multiple Knockoffs. ICML 2020: 7283-7293 - [c93]Jérôme-Alexis Chevalier, Joseph Salmon, Alexandre Gramfort, Bertrand Thirion:
Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso. NeurIPS 2020 - [c92]Hugo Richard, Luigi Gresele, Aapo Hyvärinen, Bertrand Thirion, Alexandre Gramfort, Pierre Ablin:
Modeling Shared responses in Neuroimaging Studies through MultiView ICA. NeurIPS 2020 - [i34]Hugo Richard, Luigi Gresele, Aapo Hyvärinen, Bertrand Thirion, Alexandre Gramfort, Pierre Ablin:
Modeling Shared Responses in Neuroimaging Studies through MultiView ICA. CoRR abs/2006.06635 (2020) - [i33]Jérôme-Alexis Chevalier, Alexandre Gramfort, Joseph Salmon, Bertrand Thirion:
Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task Lasso. CoRR abs/2009.14310 (2020)
2010 – 2019
- 2019
- [j45]Tal Yarkoni, Christopher J. Markiewicz, Alejandro de la Vega, Krzysztof J. Gorgolewski, Taylor Salo, Yaroslav O. Halchenko, Quinten McNamara, Krista Destasio, Jean-Baptiste Poline, Dmitry Petrov, Valérie Hayot-Sasson, Dylan Nielson, Johan D. Carlin, Gregory Kiar, Kirstie J. Whitaker, Elizabeth Dupre, Adina S. Wagner, Lee S. Tirrell, Mainak Jas, Michael Hanke, Russell A. Poldrack, Oscar Esteban, Stefan Appelhoff, Chris Holdgraf, Isla Staden, Bertrand Thirion, Dave F. Kleinschmidt, John Lee, Matteo di Castello, Michael Notter, Ross Blair:
PyBIDS: Python tools for BIDS datasets. J. Open Source Softw. 4(40): 1294 (2019) - [j44]Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux:
Population shrinkage of covariance (PoSCE) for better individual brain functional-connectivity estimation. Medical Image Anal. 54: 138-148 (2019) - [j43]Jessica Lebenberg, Jean-François Mangin, Bertrand Thirion, Cyril Poupon, Lucie Hertz-Pannier, François Leroy, Parvaneh Adibpour, Ghislaine Dehaene-Lambertz, Jessica Dubois:
Mapping the asynchrony of cortical maturation in the infant brain: A MRI multi-parametric clustering approach. NeuroImage 185: 641-653 (2019) - [j42]Kamalaker Dadi, Mehdi Rahim, Alexandre Abraham, Darya Chyzhyk, Michael P. Milham, Bertrand Thirion, Gaël Varoquaux:
Benchmarking functional connectome-based predictive models for resting-state fMRI. NeuroImage 192: 115-134 (2019) - [j41]Philippe Pinel, Baudouin Forgeot d'Arc, Stanislas Dehaene, Thomas Bourgeron, Bertrand Thirion, Denis Le Bihan, Cyril Poupon:
The functional database of the ARCHI project: Potential and perspectives. NeuroImage 197: 527-543 (2019) - [j40]Andrés Hoyos Idrobo, Gaël Varoquaux, Jonas Kahn, Bertrand Thirion:
Recursive Nearest Agglomeration (ReNA): Fast Clustering for Approximation of Structured Signals. IEEE Trans. Pattern Anal. Mach. Intell. 41(3): 669-681 (2019) - [c91]Sergül Aydöre, Bertrand Thirion, Gaël Varoquaux:
Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data. ICML 2019: 385-394 - [c90]Thomas Bazeille, Hugo Richard, Hicham Janati, Bertrand Thirion:
Local Optimal Transport for Functional Brain Template Estimation. IPMI 2019: 237-248 - [c89]Tuan-Binh Nguyen, Jérôme-Alexis Chevalier, Bertrand Thirion:
ECKO: Ensemble of Clustered Knockoffs for Robust Multivariate Inference on fMRI Data. IPMI 2019: 454-466 - [c88]Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort:
Group Level MEG/EEG Source Imaging via Optimal Transport: Minimum Wasserstein Estimates. IPMI 2019: 743-754 - [d10]Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Erik K. Kastman, Ariel Rokem, Cindee M. Madison, Felix C. Morency, Brendan Moloney, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross D. Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Krish Subramaniam, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Mathias Goncalves, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver Hinds, Bennet Fauber, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matt Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84:
nipy/nibabel: 2.4.0. Zenodo, 2019
- [d9]Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Erik K. Kastman, Ariel Rokem, Cindee M. Madison, Felix C. Morency, Brendan Moloney, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross D. Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Krish Subramaniam, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Mathias Goncalves, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver Hinds, Bennet Fauber, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84:
nipy/nibabel: 2.4.1. Zenodo, 2019 - [d8]Matthew Brett, Christopher J. Markiewicz, Michael Hanke, Marc-Alexandre Côté, Ben Cipollini, Paul McCarthy, Christopher P. Cheng, Yaroslav O. Halchenko, Michiel Cottaar, Satrajit S. Ghosh, Eric Larson, Demian Wassermann, Stephan Gerhard, Gregory R. Lee, Erik K. Kastman, Ariel Rokem, Cindee M. Madison, Felix C. Morency, Brendan Moloney, Christopher Burns, Jarrod Millman, Alexandre Gramfort, Jaakko Leppäkangas, Ross D. Markello, Jasper J. F. van den Bosch, Robert D. Vincent, Krish Subramaniam, Pradeep Reddy Raamana, B. Nolan Nichols, Eric M. Baker, Mathias Goncalves, Soichi Hayashi, Basile Pinsard, Christian Haselgrove, Mark Hymers, Serge Koudoro, Nikolaas N. Oosterhof, Bago Amirbekian, Ian Nimmo-Smith, Ly Nguyen, Samir Reddigari, Samuel St-Jean, Eleftherios Garyfallidis, Gaël Varoquaux, Jakub Kaczmarzyk, Jon Haitz Legarreta, Kevin S. Hahn, Oliver Hinds, Bennet Fauber, Egor Panfilov, Jean-Baptiste Poline, Jon Stutters, Kesshi Jordan, Matthew Cieslak, Miguel Estevan Moreno, Valentin Haenel, Yannick Schwartz, Bertrand Thirion, Dimitri Papadopoulos Orfanos, Fernando Pérez-García, Igor Solovey, Ivan Gonzalez, Jath Palasubramaniam, Justin Lecher, Katrin Leinweber, Konstantinos Raktivan, Peter Fischer, Philippe Gervais, Syam Gadde, Thomas Ballinger, Thomas Roos, Venkateswara Reddy Reddam, freec84:
nipy/nibabel: 2.5.0. Zenodo, 2019 - [d7]Tal Yarkoni, Christopher J. Markiewicz, Alejandro de la Vega, Krzysztof J. Gorgolewski, Yaroslav O. Halchenko, Taylor Salo, Quinten McNamara, Krista Destasio, Jean-Baptiste Poline, Dmitry Petrov, Valérie Hayot-Sasson, Dylan M. Nielson, Johan D. Carlin, Gregory Kiar, Kirstie J. Whitaker, Adina S. Wagner, Elizabeth Dupre, Alexander Ivanov, Johannes Wennberg, Lee S. Tirrell, Mainak Jas, Michael Hanke, Russell Poldrack, Oscar Esteban, Stefan Appelhoff, Chris Holdgraf, Isla Staden, Ariel Rokem, Bertrand Thirion, Chadwick Boulay, Dave F. Kleinschmidt, Erin W. Dickie, John Lee, Matteo Visconti di Oleggio Castello, Michael Philipp Notter, Pauline Roca, Ross Blair:
bids-standard/pybids: 0.9.1. Zenodo, 2019 - [d6]Tal Yarkoni, Christopher J. Markiewicz, Alejandro de la Vega, Krzysztof J. Gorgolewski, Yaroslav O. Halchenko, Taylor Salo, Quinten McNamara, Krista Destasio, Jean-Baptiste Poline, Dmitry Petrov, Valérie Hayot-Sasson, Dylan M. Nielson, Johan D. Carlin, Gregory Kiar, Kirstie J. Whitaker, Adina S. Wagner, Elizabeth Dupre, Stefan Appelhoff, Alexander Ivanov, Johannes Wennberg, Lee S. Tirrell, Oscar Esteban, Mainak Jas, Michael Hanke, Russell Poldrack, Chris Holdgraf, Isla Staden, Ariel Rokem, Bertrand Thirion, Chadwick B. Boulay, Dave F. Kleinschmidt, Erin W. Dickie, John Lee, Matteo Visconti di Oleggio Castello, Michael Philipp Notter, Pauline Roca, Ross Blair:
PyBIDS: Python tools for BIDS datasets. Zenodo, 2019 - [d5]Tal Yarkoni, Christopher J. Markiewicz, Alejandro de la Vega, Krzysztof J. Gorgolewski, Yaroslav O. Halchenko, Taylor Salo, Quinten McNamara, Krista Destasio, Jean-Baptiste Poline, Dmitry Petrov, Valérie Hayot-Sasson, Dylan M. Nielson, Johan D. Carlin, Gregory Kiar, Kirstie J. Whitaker, Adina S. Wagner, Elizabeth Dupre, Stefan Appelhoff, Alexander Ivanov, Johannes Wennberg, Lee S. Tirrell, Oscar Esteban, Mainak Jas, Michael Hanke, Russell Poldrack, Chris Holdgraf, Isla Staden, Ariel Rokem, Bertrand Thirion, Chadwick B. Boulay, Dave F. Kleinschmidt, Erin W. Dickie, John Lee, Matteo Visconti di Oleggio Castello, Michael Philipp Notter, Pauline Roca, Ross Blair:
bids-standard/pybids: 0.9.3. Zenodo, 2019 - [d4]Tal Yarkoni, Christopher J. Markiewicz, Alejandro de la Vega, Krzysztof J. Gorgolewski, Taylor Salo, Yaroslav O. Halchenko, Quinten McNamara, Krista Destasio, Jean-Baptiste Poline, Dmitry Petrov, Valérie Hayot-Sasson, Dylan Nielson, Johan D. Carlin, Gregory Kiar, Kirstie Jane Whitaker, Elizabeth Dupre, Adina S. Wagner, Alexander Ivanov, Lee S. Tirrell, Mainak Jas, Michael Hanke, Russell Poldrack, Oscar Esteban, Stefan Appelhoff, Chris Holdgraf, Isla Staden, Ariel Rokem, Bertrand Thirion, Dave F. Kleinschmidt, John Lee, Matteo Visconti di Oleggio Castello, Michael Philipp Notter, Pauline Roca, Ross Blair:
bids-standard/pybids: 0.7.1. Zenodo, 2019 - [d3]Tal Yarkoni, Christopher J. Markiewicz, Alejandro de la Vega, Krzysztof J. Gorgolewski, Taylor Salo, Yaroslav O. Halchenko, Quinten McNamara, Krista DeStasio, Jean-Baptiste Poline, Dmitry Petrov, Valérie Hayot-Sasson, Dylan M. Nielson, Johan D. Carlin, Gregory Kiar, Kirstie J. Whitaker, Elizabeth Dupre, Adina S. Wagner, Alexander Ivanov, Lee S. Tirrell, Mainak Jas, Michael Hanke, Russell Poldrack, Oscar Esteban, Stefan Appelhoff, Chris Holdgraf, Isla Staden, Ariel Rokem, Bertrand Thirion, Dave F. Kleinschmidt, John Lee, Matteo Visconti di Oleggio Castello, Michael Philipp Notter, Pauline Roca, Ross Blair:
bids-standard/pybids: 0.8.0. Zenodo, 2019 - [d2]Tal Yarkoni, Christopher J. Markiewicz, Alejandro de la Vega, Krzysztof J. Gorgolewski, Taylor Salo, Yaroslav O. Halchenko, Quinten McNamara, Krista DeStasio, Jean-Baptiste Poline, Dmitry Petrov, Valérie Hayot-Sasson, Dylan M. Nielson, Johan D. Carlin, Gregory Kiar, Kirstie J. Whitaker, Elizabeth Dupre, Adina S. Wagner, Alexander Ivanov, Lee S. Tirrell, Mainak Jas, Michael Hanke, Russell Poldrack, Oscar Esteban, Stefan Appelhoff, Chris Holdgraf, Isla Staden, Ariel Rokem, Bertrand Thirion, Dave F. Kleinschmidt, John Lee, Matteo Visconti di Oleggio Castello, Michael Philipp Notter, Pauline Roca, Ross Blair:
bids-standard/pybids: 0.9.0. Zenodo, 2019 - [d1]Tal Yarkoni, Christopher J. Markiewicz, Alejandro de la Vega, Krzysztof J. Gorgolewski, Taylor Salo, Quinten McNamara, Krista Destasio, Yaroslav O. Halchenko, Jean-Baptiste Poline, Dmitry Petrov, Valérie Hayot-Sasson, Dylan Nielson, Gregory Kiar, Kirstie Jane Whitaker, Elizabeth Dupre, Alexander Ivanov, Lee S. Tirrell, Mainak Jas, Michael Hanke, Russell Poldrack, Oscar Esteban, Stefan Appelhoff, Chris Holdgraf, Isla Staden, Adina S. Wagner, Ariel Rokem, Bertrand Thirion, Dave F. Kleinschmidt, Johan D. Carlin, John Lee, Matteo Visconti di Oleggio Castello, Pauline Roca, Ross Blair:
bids-standard/pybids: 0.7.0. Zenodo, 2019 - [i32]Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort:
Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates. CoRR abs/1902.04812 (2019) - [i31]Hugo Richard, Lucas Martin, Ana Luísa Pinho, Jonathan W. Pillow, Bertrand Thirion:
Fast shared response model for fMRI data. CoRR abs/1909.12537 (2019) - [i30]Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort:
Multi-subject MEG/EEG source imaging with sparse multi-task regression. CoRR abs/1910.01914 (2019) - 2018
- [j39]Andrés Hoyos Idrobo, Gaël Varoquaux, Yannick Schwartz, Bertrand Thirion:
FReM - Scalable and stable decoding with fast regularized ensemble of models. NeuroImage 180(Part): 160-172 (2018) - [j38]João Loula, Gaël Varoquaux, Bertrand Thirion:
Decoding fMRI activity in the time domain improves classification performance. NeuroImage 180(Part): 203-210 (2018) - [j37]Gaël Varoquaux, Yannick Schwartz, Russell A. Poldrack, Baptiste Gauthier, Danilo Bzdok, Jean-Baptiste Poline, Bertrand Thirion:
Atlases of cognition with large-scale human brain mapping. PLoS Comput. Biol. 14(11) (2018) - [j36]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Stochastic Subsampling for Factorizing Huge Matrices. IEEE Trans. Signal Process. 66(1): 113-128 (2018) - [c87]Jérôme Dockès, Demian Wassermann, Russell A. Poldrack, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux:
Text to Brain: Predicting the Spatial Distribution of Neuroimaging Observations from Text Reports. MICCAI (3) 2018: 584-592 - [c86]Jérôme-Alexis Chevalier, Joseph Salmon, Bertrand Thirion:
Statistical Inference with Ensemble of Clustered Desparsified Lasso. MICCAI (1) 2018: 638-646 - [c85]Darya Chyzhyk, Gaël Varoquaux, Bertrand Thirion, Michael P. Milham:
Controlling a confound in predictive models with a test set minimizing its effect. PRNI 2018: 1-4 - [i29]Jérôme Dockès, Demian Wassermann, Russell A. Poldrack, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux:
Text to brain: predicting the spatial distribution of neuroimaging observations from text reports. CoRR abs/1806.01139 (2018) - [i28]Sergül Aydöre, Bertrand Thirion, Olivier Grisel, Gaël Varoquaux:
Using Feature Grouping as a Stochastic Regularizer for High-Dimensional Noisy Data. CoRR abs/1807.11718 (2018) - [i27]Hugo Richard, Ana Luísa Pinho, Bertrand Thirion, Guillaume Charpiat:
Optimizing deep video representation to match brain activity. CoRR abs/1809.02440 (2018) - [i26]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Extracting Universal Representations of Cognition across Brain-Imaging Studies. CoRR abs/1809.06035 (2018) - [i25]Andre Manoel, Florent Krzakala, Gaël Varoquaux, Bertrand Thirion, Lenka Zdeborová:
Approximate message-passing for convex optimization with non-separable penalties. CoRR abs/1809.06304 (2018) - 2017
- [j35]Gaël Varoquaux, Pradeep Reddy Raamana, Denis A. Engemann, Andrés Hoyos Idrobo, Yannick Schwartz, Bertrand Thirion:
Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines. NeuroImage 145: 166-179 (2017) - [j34]Alexandre Abraham, Michael P. Milham, Adriana Di Martino, R. Cameron Craddock, Dimitris Samaras, Bertrand Thirion, Gaël Varoquaux:
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example. NeuroImage 147: 736-745 (2017) - [j33]Michael Eickenberg, Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion:
Seeing it all: Convolutional network layers map the function of the human visual system. NeuroImage 152: 184-194 (2017) - [j32]Mehdi Rahim, Bertrand Thirion, Danilo Bzdok, Irène Buvat, Gaël Varoquaux:
Joint prediction of multiple scores captures better individual traits from brain images. NeuroImage 158: 145-154 (2017) - [c84]Danilo Bzdok, Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion:
Hierarchical Region-Network Sparsity for High-Dimensional Inference in Brain Imaging. IPMI 2017: 323-335 - [c83]Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux:
Population-Shrinkage of Covariance to Estimate Better Brain Functional Connectivity. MICCAI (1) 2017: 460-468 - [c82]Arthur Mensch, Julien Mairal, Danilo Bzdok, Bertrand Thirion, Gaël Varoquaux:
Learning Neural Representations of Human Cognition across Many fMRI Studies. NIPS 2017: 5883-5893 - [c81]Andrés Hoyos Idrobo, Gaël Varoquaux, Bertrand Thirion:
Towards a faster randomized parcellation based inference. PRNI 2017: 1-4 - [c80]Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux:
Multi-output predictions from neuroimaging: assessing reduced-rank linear models. PRNI 2017: 1-4 - [i24]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Stochastic Subsampling for Factorizing Huge Matrices. CoRR abs/1701.05363 (2017) - [i23]Arthur Mensch, Julien Mairal, Danilo Bzdok, Bertrand Thirion, Gaël Varoquaux:
Learning Neural Representations of Human Cognition across Many fMRI Studies. CoRR abs/1710.11438 (2017) - [i22]Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, Alexandre Gramfort:
Convolutional Network Layers Map the Function of the Human Visual Cortex. ERCIM News 2017(108) (2017) - [i21]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Subsampling Enables Fast Factorisation of Huge Matrices into Sparse Signals. ERCIM News 2017(108) (2017) - 2016
- [j31]Mehdi Rahim, Bertrand Thirion, Claude Comtat, Gaël Varoquaux:
Transmodal Learning of Functional Networks for Alzheimer's Disease Prediction. IEEE J. Sel. Top. Signal Process. 10(7): 1204-1213 (2016) - [j30]Danilo Bzdok, Gaël Varoquaux, Olivier Grisel, Michael Eickenberg, Cyril Poupon, Bertrand Thirion:
Formal Models of the Network Co-occurrence Underlying Mental Operations. PLoS Comput. Biol. 12(6) (2016) - [j29]Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Michael D. Greicius, Bertrand Thirion:
Transport on Riemannian Manifold for Connectivity-Based Brain Decoding. IEEE Trans. Medical Imaging 35(1): 208-216 (2016) - [c79]Elvis Dohmatob, Michael Eickenberg, Bertrand Thirion, Gaël Varoquaux:
Local Q-linear convergence and finite-time active set identification of ADMM on a class of penalized regression problems. ICASSP 2016: 4752-4756 - [c78]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Dictionary Learning for Massive Matrix Factorization. ICML 2016: 1737-1746 - [c77]Arthur Mensch, Gaël Varoquaux, Bertrand Thirion:
Compressed online dictionary learning for fast resting-state fMRI decomposition. ISBI 2016: 1282-1285 - [c76]Elvis Dohmatob, Arthur Mensch, Gaël Varoquaux, Bertrand Thirion:
Learning brain regions via large-scale online structured sparse dictionary learning. NIPS 2016: 4610-4618 - [c75]Kamalaker Dadi, Alexandre Abraham, Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux:
Comparing functional connectivity based predictive models across datasets. PRNI 2016: 1-4 - [c74]Andrés Hoyos Idrobo, Gaël Varoquaux, Bertrand Thirion:
Fast brain decoding with random sampling and random projections. PRNI 2016: 1-4 - [c73]Gaël Varoquaux, Matthieu Kowalski, Bertrand Thirion:
Social-sparsity brain decoders: faster spatial sparsity. PRNI 2016: 1-4 - [i20]Arthur Mensch, Gaël Varoquaux, Bertrand Thirion:
Compressed Online Dictionary Learning for Fast fMRI Decomposition. CoRR abs/1602.02701 (2016) - [i19]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Dictionary Learning for Massive Matrix Factorization. CoRR abs/1605.00937 (2016) - [i18]Gaël Varoquaux, Matthieu Kowalski, Bertrand Thirion:
Social-sparsity brain decoders: faster spatial sparsity. CoRR abs/1606.06439 (2016) - [i17]Andrés Hoyos Idrobo, Gaël Varoquaux, Jonas Kahn, Bertrand Thirion:
Recursive nearest agglomeration (ReNA): fast clustering for approximation of structured signals. CoRR abs/1609.04608 (2016) - 2015
- [j28]Fabian Pedregosa, Michael Eickenberg, Philippe Ciuciu, Bertrand Thirion, Alexandre Gramfort:
Data-driven HRF estimation for encoding and decoding models. NeuroImage 104: 209-220 (2015) - [j27]