Marine Le Morvan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Venues

CoRR

NeurIPS

AISTATS

ICML

PSL Research University, Paris, France (PHD)

Education History

PSL Research University, Paris, France

PHD

Publications

Marine Le Morvan, Gaël Varoquaux
Imputation for prediction: beware of diminishing returns. CoRR (2024)
Alexandre Perez-Lebel, Marine Le Morvan, Gaël Varoquaux
Beyond calibration: estimating the grouping loss of modern neural networks. ICLR (2023)
Alexandre Perez-Lebel, Gaël Varoquaux, Marine Le Morvan, Julie Josse, Jean-Baptiste Poline
Benchmarking missing-values approaches for predictive models on health databases. CoRR (2022)
Alexandre Perez-Lebel, Marine Le Morvan, Gaël Varoquaux
Beyond calibration: estimating the grouping loss of modern neural networks. CoRR (2022)
Marine Le Morvan, Julie Josse, Erwan Scornet, Gaël Varoquaux
What's a good imputation to predict with missing values? NeurIPS (2021)
Marine Le Morvan, Julie Josse, Erwan Scornet, Gaël Varoquaux
What's a good imputation to predict with missing values? CoRR (2021)
Marine Le Morvan, Nicolas Prost, Julie Josse, Erwan Scornet, Gaël Varoquaux
Linear predictor on linearly-generated data with missing values: non consistency and solutions. AISTATS (2020)
Marine Le Morvan, Julie Josse, Thomas Moreau, Erwan Scornet, Gaël Varoquaux
Neumann networks: differential programming for supervised learning with missing values. CoRR (2020)
Marine Le Morvan, Nicolas Prost, Julie Josse, Erwan Scornet, Gaël Varoquaux
Linear predictor on linearly-generated data with missing values: non consistency and solutions. CoRR (2020)
Marine Le Morvan, Julie Josse, Thomas Moreau, Erwan Scornet, Gaël Varoquaux
NeuMiss networks: differentiable programming for supervised learning with missing values. NeurIPS (2020)
Marine Le Morvan, Jean-Philippe Vert
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models. CoRR (2018)
Marine Le Morvan, Jean-Philippe Vert
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models. ICML (2018)
Marine Le Morvan, Jean-Philippe Vert
Supervised Quantile Normalisation. CoRR (2017)
Marine Le Morvan, Andrei Yu. Zinovyev, Jean-Philippe Vert
NetNorM: Capturing cancer-relevant information in somatic exome mutation data with gene networks for cancer stratification and prognosis. PLoS Comput. Biol. 13 (6) (2017)

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Publication Activity (10 Years)

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Marine Le Morvan