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Lucas De Lara
Lucas De Lara
Institut Elie Cartan de Lorraine
Verified email at univ-lorraine.fr - Homepage
Title
Cited by
Cited by
Year
Transport-based counterfactual models
L De Lara, A González-Sanz, N Asher, L Risser, JM Loubes
Journal of Machine Learning Research 25 (136), 1-59, 2024
402024
Counterfactual models for fair and adequate explanations
N Asher, L De Lara, S Paul, C Russell
Machine Learning and Knowledge Extraction 4 (2), 316-349, 2022
172022
Diffeomorphic registration using Sinkhorn divergences
L De Lara, A González-Sanz, JM Loubes
SIAM Journal on Imaging Sciences 16 (1), 250-279, 2023
142023
A consistent extension of discrete optimal transport maps for machine learning applications
L De Lara, A González-Sanz, JM Loubes
arXiv preprint arXiv:2102.08644, 2021
102021
GAN estimation of Lipschitz optimal transport maps
A González-Sanz, L De Lara, L Béthune, JM Loubes
arXiv preprint arXiv:2202.07965, 2022
42022
A clarification on the links between potential outcomes and do-interventions
L De Lara
arXiv preprint arXiv:2309.05997, 2023
3*2023
Modèles contrefactuels pour un apprentissage machine explicable et juste: une approche par transport de masse
L de Lara
Université Paul Sabatier-Toulouse III, 2023
12023
On the nonconvexity of push-forward constraints and its consequences in machine learning
L De Lara, M Deronzier, A González-Sanz, V Foy
arXiv preprint arXiv:2403.07471, 2024
2024
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