Tanguy Lefort

According to our database, Tanguy Lefort authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Pl@ntNet-CrowdSWE: Pl@ntNet collaborative learning with South-Western-Europe dataset.

Tanguy Lefort, Antoine Affouard, Benjamin Charlier, Jean-Christophe Lombardo, Mathias Chouet, Hervé Goëau, Joseph Salmon, Pierre Bonnet, Alexis Joly

Dataset, March, 2024

Identify Ambiguous Tasks Combining Crowdsourced Labels by Weighting Areas Under the Margin.

Tanguy Lefort, Benjamin Charlier, Alexis Joly, Joseph Salmon

Trans. Mach. Learn. Res., 2024

Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: how does it work and how can we improve it?

Tanguy Lefort, Antoine Affouard, Benjamin Charlier, Jean-Christophe Lombardo, Mathias Chouet, Hervé Goëau, Joseph Salmon, Pierre Bonnet, Alexis Joly

CoRR, 2024

2022

Improve learning combining crowdsourced labels by weighting Areas Under the Margin.

Tanguy Lefort, Benjamin Charlier, Alexis Joly, Joseph Salmon

CoRR, 2022

Benchopt: Reproducible, efficient and collaborative optimization benchmarks.

Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupré la Tour, Ghislain Durif, Cássio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr Moufad, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022