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 | 41 | 2022 |
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 | 4 | 2022 |
Peerannot: classification for crowdsourced image datasets with Python T Lefort, B Charlier, A Joly, J Salmon https://tanglef.github.io/computo_2023, 2023 | 1 | 2023 |
Improve learning combining crowdsourced labels by weighting Areas Under the Margin T Lefort, B Charlier, A Joly, J Salmon | 1 | 2022 |
Label ambiguity in crowdsourcing for classification and expert feedback T Lefort Université de Montpellier, 2024 | | 2024 |
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: how does it work and how can we improve it? T Lefort, A Affouard, B Charlier, JC Lombardo, M Chouet, H Goëau, ... Methods in Ecology and Evolution, 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 |