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authFullName_s : Jean-Michel Loubes
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Transport-based Counterfactual Models

Lucas de Lara , Alberto González-Sanz , Nicholas Asher , Laurent Risser , Jean-Michel Loubes
2023
Preprints, Working Papers, ... hal-03216124v3

Report on CIMI Thematic Trimester: Machine Learning

Stergos Afantenos , Nicolas Couellan , Aurélien Garivier , Sébastien Gerchinovitz , Jean-Michel Loubes , et al.
[Rapport de recherche] IRIT : Institut de Recherche en Informatique de Toulouse. 2016
Reports hal-03155046v1
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Leveraging Influence Functions for Dataset Exploration and Cleaning

Agustin Martin Picard , David Vigouroux , Petr Zamolodtchikov , Quentin Vincenot , Jean-Michel Loubes , et al.
11th European Congress Embedded Real Time Systems (ERTS 2022), Jun 2022, Toulouse, France. pp.1-8
Conference papers hal-03617649v1

Gaussian Processes on Distributions based on Regularized Optimal Transport

François Bachoc , Louis Béthune , Alberto González-Sanz , Jean-Michel Loubes
26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023), Apr 2023, Valencia, Spain. ⟨10.48550/arXiv.2210.06574⟩
Conference papers hal-03981114v1
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GAN Estimation of Lipschitz Optimal Transport Maps

Alberto González-Sanz , Lucas de Lara , Louis Béthune , Jean-Michel Loubes
2022
Preprints, Working Papers, ... hal-03575178v1

Achieving robustness in classification using optimal transport with hinge regularization

Mathieu Serrurier , Franck Mamalet , Alberto González-Sanz , Thibaut Boissin , Jean-Michel Loubes , et al.
Conference on Computer Vision and Pattern Recognition, Jun 2021, Virtuel, Canada. ⟨10.1109/CVPR46437.2021.00057⟩
Conference papers hal-03033400v1
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Encadrement des risques techniques et juridiques des activités de police prédictive

Céline Castets-Renard , Philippe Besse , Jean-Michel Loubes , Laurent Perrussel
[Rapport de recherche] Centre des Hautes Etudes du Ministère de l'Intérieur. 2019
Reports hal-02190585v1