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Beyond calibration: estimating the grouping loss of modern neural networks

 Alexandre Perez-Lebel , Marine Le Morvan , Gaël Varoquaux
ICLR 2023 – The Eleventh International Conference on Learning Representations, May 2023, Kigali, Rwanda
Communication dans un congrès hal-03829870v4

NetNorM: Capturing cancer-relevant information in somatic exome mutation data with gene networks for cancer stratification and prognosis

 Marine Le Morvan , Andrei Zinovyev , Jean-Philippe Vert
PLoS Computational Biology, 2017, 13 (6), ⟨10.1371/journal.pcbi.1005573⟩
Article dans une revue hal-01679005v1
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Supervised Quantile Normalisation

 Marine Le Morvan , Jean-Philippe Vert
2017
Pré-publication, Document de travail hal-01525306v1
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WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models.

 Marine Le Morvan , Jean-Philippe Vert
35th International Conference on Machine Learning, Jul 2018, Stockholm, Sweden. pp.3635--3644
Communication dans un congrès hal-01711018v1
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Benchmarking missing-values approaches for predictive models on health databases

 Alexandre Perez-Lebel , Gaël Varoquaux , Marine Le Morvan , Julie Josse , Jean-Baptiste Poline
GigaScience, In press, ⟨10.1093/gigascience/giac013⟩
Article dans une revue hal-03526292v2
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What's a good imputation to predict with missing values?

 Marine Le Morvan , Julie Josse , Erwan Scornet , Gaël Varoquaux
NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Virtual, France
Communication dans un congrès hal-03243931v2
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NetNorM: capturing cancer-relevant information in somatic exome mutation data with gene networks for cancer stratification and prognosis

 Marine Le Morvan , Andrei Zinovyev , Jean-Philippe Vert
2016
Pré-publication, Document de travail hal-01341856v2
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Learning from genomic data : efficient representations and algorithms.

 Marine Le Morvan
Bioinformatics [q-bio.QM]. Université Paris sciences et lettres, 2018. English. ⟨NNT : 2018PSLEM041⟩
Thèse tel-02144038v1
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BOOM! Tephrochronological dataset and exploration tool of the Southern (33–46° S) and Austral (49–55° S) volcanic zones of the Andes

 Consuelo Martínez Fontaine , Vanessa Peña-Araya , Chiara Marmo , Marine Le Morvan , Guillaume Delpech , et al.
Quaternary Science Reviews, 2023, 316, pp.108254. ⟨10.1016/j.quascirev.2023.108254⟩
Article dans une revue hal-04219211v1
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Linear predictor on linearly-generated data with missing values: non consistency and solutions

 Marine Le Morvan , Nicolas Prost , Julie Josse , Erwan Scornet , Gaël Varoquaux
AISTATS 2020 - International Conference on Artificial Intelligence and Statistics, Aug 2020, Online, France. pp.3165-3174
Communication dans un congrès hal-02464569v2
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NeuMiss networks: differentiable programming for supervised learning with missing values

 Marine Le Morvan , Julie Josse , Thomas Moreau , Erwan Scornet , Gaël Varoquaux
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada
Communication dans un congrès hal-02888867v3
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