Marine Le Morvan - researchr alias

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Viewing Publication 1 - 7 from 7

2023

Beyond calibration: estimating the grouping loss of modern neural networksAlexandre Perez-Lebel, Marine Le Morvan, Gaël Varoquaux. iclr 2023: [doi]

2021

What's a good imputation to predict with missing values?Marine Le Morvan, Julie Josse, Erwan Scornet, Gaël Varoquaux. nips 2021: 11530-11540 [doi]

2020

Linear predictor on linearly-generated data with missing values: non consistency and solutionsMarine Le Morvan, Nicolas Prost, Julie Josse, Erwan Scornet, Gaël Varoquaux. aistats 2020: 3165-3174 [doi]

NeuMiss networks: differentiable programming for supervised learning with missing valuesMarine Le Morvan, Julie Josse, Thomas Moreau, Erwan Scornet, Gaël Varoquaux. nips 2020: [doi]

2018

WHInter: A Working set algorithm for High-dimensional sparse second order Interaction modelsMarine Le Morvan, Jean-Philippe Vert. icml 2018: 3632-3641 [doi]

Learning from genomic data: efficient representations and algorithms. (Développement de représentations et d'algorithmes efficaces pour l'apprentissage statistique sur des données génomiques)Marine Le Morvan. PhD thesis, PSL Research University, Paris, France, 2018. [doi]

2017

NetNorM: Capturing cancer-relevant information in somatic exome mutation data with gene networks for cancer stratification and prognosisMarine Le Morvan, Andrei Zinovyev, Jean-Philippe Vert. ploscb, 13(6), 2017. [doi]

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