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Tanguy LEFORT
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Benchopt: Reproducible, efficient and collaborative optimization benchmarks
T Moreau, M Massias, A Gramfort, P Ablin, PA Bannier, B Charlier, ...
Advances in Neural Information Processing Systems 35, 25404-25421, 2022
252022
Identify ambiguous tasks combining crowdsourced labels by weighting Areas Under the Margin
T Lefort, B Charlier, A Joly, J Salmon
arXiv preprint arXiv:2209.15380, 2022
32022
Peerannot: classification for crowdsourced image datasets with Python
T Lefort, B Charlier, A Joly, J Salmon
https://tanglef.github.io/computo_2023, 2023
12023
Improve learning combining crowdsourced labels by weighting Areas Under the Margin
T Lefort, B Charlier, A Joly, J Salmon
12022
Weighted majority vote using Shapley values in crowdsourcing
T Lefort, B Charlier, A Joly, J Salmon
CAp 2024-Conférence sur l'Apprentissage Automatique, 2024
2024
Cooperative learning of Pl@ ntNet’s Artificial Intelligence algorithm using label aggregation
T Lefort, A Affouard, P Bonnet, B Charlier, A Joly, J Salmon
JDS 2024-55es Journées de Statistique, 2024
2024
peerannot: A framework for label aggregation in crowdsourced datasets
A Dubar, T Lefort, J Salmon
Journées des statistiques 2024, 2024
2024
Weighting Areas Under the Margin in crowdsourced datasets
T Lefort, B Charlier, A Joly, J Salmon
JDS 2023-54es Journées de Statistique, 2023
2023
Crowdsourcing label noise simulation on image classification tasks
T Lefort, B Charlier, A Joly, J Salmon
JDS 2022-53es Journées de Statistique, 2022
2022
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