Marine Le Morvan

21 papers A* 6A 2Journal 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	TabICLv2: A better, faster, scalable, and open tabular foundation model. CoRR Jingang Qu, David Holzmüller, Gaël Varoquaux, Marine Le Morvan
2025	A	`conf`	Decision from Suboptimal Classifiers: Excess Risk Pre- and Post-Calibration. AISTATS Alexandre Perez-Lebel, Gaël Varoquaux, Sanmi Koyejo, Matthieu Doutreligne, Marine Le Morvan
2025	J	`jnl`	Decision from Suboptimal Classifiers: Excess Risk Pre- and Post-Calibration. CoRR Alexandre Perez-Lebel, Gaël Varoquaux, Sanmi Koyejo, Matthieu Doutreligne, Marine Le Morvan
2025	A*	`conf`	Imputation for prediction: beware of diminishing returns. ICLR Marine Le Morvan, Gaël Varoquaux
2025	A*	`conf`	TabICL: A Tabular Foundation Model for In-Context Learning on Large Data. ICML Jingang Qu, David Holzmüller, Gaël Varoquaux, Marine Le Morvan
2025	J	`jnl`	TabICL: A Tabular Foundation Model for In-Context Learning on Large Data. CoRR Jingang Qu, David Holzmüller, Gaël Varoquaux, Marine Le Morvan
2024	J	`jnl`	Imputation for prediction: beware of diminishing returns. CoRR Marine Le Morvan, Gaël Varoquaux
2023	A*	`conf`	Beyond calibration: estimating the grouping loss of modern neural networks. ICLR Alexandre Perez-Lebel, Marine Le Morvan, Gaël Varoquaux
2022	J	`jnl`	Benchmarking missing-values approaches for predictive models on health databases. CoRR Alexandre Perez-Lebel, Gaël Varoquaux, Marine Le Morvan, Julie Josse, Jean-Baptiste Poline
2022	J	`jnl`	Beyond calibration: estimating the grouping loss of modern neural networks. CoRR Alexandre Perez-Lebel, Marine Le Morvan, Gaël Varoquaux
2021	A*	`conf`	What's a good imputation to predict with missing values? NeurIPS Marine Le Morvan, Julie Josse, Erwan Scornet, Gaël Varoquaux
2021	J	`jnl`	What's a good imputation to predict with missing values? CoRR Marine Le Morvan, Julie Josse, Erwan Scornet, Gaël Varoquaux
2020	A	`conf`	Linear predictor on linearly-generated data with missing values: non consistency and solutions. AISTATS Marine Le Morvan, Nicolas Prost, Julie Josse, Erwan Scornet, Gaël Varoquaux
2020	J	`jnl`	Linear predictor on linearly-generated data with missing values: non consistency and solutions. CoRR Marine Le Morvan, Nicolas Prost, Julie Josse, Erwan Scornet, Gaël Varoquaux
2020	A*	`conf`	NeuMiss networks: differentiable programming for supervised learning with missing values. NeurIPS Marine Le Morvan, Julie Josse, Thomas Moreau, Erwan Scornet, Gaël Varoquaux
2020	J	`jnl`	Neumann networks: differential programming for supervised learning with missing values. CoRR Marine Le Morvan, Julie Josse, Thomas Moreau, Erwan Scornet, Gaël Varoquaux
2018	—	`—`	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
2018	A*	`conf`	WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models. ICML Marine Le Morvan, Jean-Philippe Vert
2018	J	`jnl`	WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models. CoRR Marine Le Morvan, Jean-Philippe Vert
2017	J	`jnl`	NetNorM: Capturing cancer-relevant information in somatic exome mutation data with gene networks for cancer stratification and prognosis. PLoS Comput. Biol. Marine Le Morvan, Andrei Yu. Zinovyev, Jean-Philippe Vert
2017	J	`jnl`	Supervised Quantile Normalisation. CoRR Marine Le Morvan, Jean-Philippe Vert