OG
Olivier Grisel
cs.LGcs.AIcs.MSAlgorithmsbioinformaticsBrainMap databaseBrain Mappingcoordinate-based meta-analysisDatabasesModels, Neurological
On Valency
published · living versionsW_dwtmxhph·v1 · currentpublished
Scikit-learn: Machine Learning in Python
with Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel +14
1 version
Preprints & journals
12 papers in the corpus · 2012–2024Survival Models: Proper Scoring Rule and Stochastic Optimization with Competing Risks2410.16765v1 · Julie Alberge (SODA), Vincent Maladiere, Olivier Grisel et al.2024 · 2 citationsarXiv
Teaching Models To Survive: Proper Scoring Rule and Stochastic Optimization with Competing Risks2406.14085v1 · Julie Alberge (SODA), Vincent Maladiere, Olivier Grisel et al.2024 · 0 citationsarXiv
False Discovery Proportion control for aggregated Knockoffs2310.10373v1 · Alexandre Blain, Bertrand Thirion, Olivier Grisel et al.2023 · 5 citationsarXiv
Letter: severe COVID-19 infection and biologic therapies-a cohort study of 7 808 patients in France.33016546 · Bataille, Pauline, Amiot, Aurélien, Claudepierre, Pascal et al.2020 · 6 citationsAlimentary pharmacology & therapeutics. 2020;52(7):1245-1248
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium.32864472 · Brat, Gabriel A, Weber, Griffin M, Gehlenborg, Nils et al.2023 · 214 citationsNPJ digital medicine. 2020;3:109
Hydroxychloroquine with or without azithromycin and in-hospital mortality or discharge in patients hospitalized for COVID-19 infection: a cohort study of 4,642 in-patients in France10.1101/2020.06.16.20132597v1 · Sbidian, E., Josse, J., Lemaitre, G. et al.2020 · 29 citationsmedRxiv
Brain-based ranking of cognitive domains to predict schizophrenia.31313451 · Karrer, Teresa M, Bassett, Danielle S, Derntl, Birgit et al.2020 · 27 citationsHuman brain mapping. 2019;40(15):4487-4507
Prediction and inference diverge in biomedicine:Simulations and real-world data10.1101/327437v1 · Bzdok, D., Engemann, D.-A., Grisel, O. et al.2018 · 12 citationsbioRxiv
Formal Models of the Network Co-occurrence Underlying Mental Operations.27310288 · Bzdok, Danilo, Varoquaux, Gaël, Grisel, Olivier et al.2017 · 68 citationsPLoS computational biology. 2016;12(6):e1004994
Principal component regression predicts functional responses across individuals.25485446 · Thirion, Bertrand, Varoquaux, Gaël, Grisel, Olivier et al.2015 · 7 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2014;17(Pt 2):741-8
API design for machine learning software: experiences from the scikit-learn project1309.0238v1 · Lars Buitinck (ILPS), Gilles Louppe, Mathieu Blondel et al.2013 · 2,120 citationsEuropean Conference on Machine Learning and Principles and Practices of Knowledge Discovery in Databases (2013)
Scikit-learn: Machine Learning in Python1201.0490v4 · Fabian Pedregosa, Gael Varoquaux, Alexandre Gramfort et al.2012 · 69,606 citationsJournal of Machine Learning Research (2011)on Valency
Career total: 50 works. 12 are in this corpus.
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