Le Morvan, Marine

8 publications

AISTATS 2025 Decision from Suboptimal Classifiers: Excess Risk Pre- and Post-Calibration Alexandre Perez-Lebel, Gael Varoquaux, Sanmi Koyejo, Matthieu Doutreligne, Marine Le Morvan

ICLR 2025 Imputation for Prediction: Beware of Diminishing Returns. Marine Le Morvan, Gael Varoquaux

ICML 2025 TabICL: A Tabular Foundation Model for In-Context Learning on Large Data Jingang Qu, David Holzmüller, Gaël Varoquaux, Marine Le Morvan

ICLR 2023 Beyond Calibration: Estimating the Grouping Loss of Modern Neural Networks Alexandre Perez-Lebel, Marine Le Morvan, Gael Varoquaux

NeurIPS 2021 What’s a Good Imputation to Predict with Missing Values? Marine Le Morvan, Julie Josse, Erwan Scornet, Gael Varoquaux

AISTATS 2020 Linear Predictor on Linearly-Generated Data with Missing Values: Non Consistency and Solutions Marine Le Morvan, Nicolas Prost, Julie Josse, Erwan Scornet, Gael Varoquaux

NeurIPS 2020 NeuMiss Networks: Differentiable Programming for Supervised Learning with Missing Values. Marine Le Morvan, Julie Josse, Thomas Moreau, Erwan Scornet, Gael Varoquaux

ICML 2018 WHInter: A Working Set Algorithm for High-Dimensional Sparse Second Order Interaction Models Marine Le Morvan, Jean-Philippe Vert