114 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Université Côte d'AzurFR166 papers
- Centre National de la Recherche ScientifiqueFR83 papers
- Laboratoire Jean-Alexandre DieudonnéFR38 papers
- Observatoire de la Côte d’AzurFR21 papers
- Sorbonne UniversitéFR20 papers
- Laboratoire d'Informatique, Signaux et Systèmes de Sophia AntipolisFR19 papers
- Institut national de recherche en sciences et technologies du numériqueFR18 papers
- Université Paris CitéFR14 papers
- Institut de Physique de NiceFR11 papers
- Université Paris-SaclayFR10 papers
- Infection et inflammationFR9 papers
- Lagrange LaboratoryFR9 papers
Showing 2023 · stat.MLShow all
2 papers · 2 filters
stat.ML2023★ 2 cited
Understanding Post-hoc Explainers: The Case of Anchors
Gianluigi Lopardo, Frederic Precioso, Damien Garreau
In many scenarios, the interpretability of machine learning models is a highly required but difficult task. To explain the individual predictions of such models, local model-agnost…
stat.ML2023★ 1 cited
Are labels informative in semi-supervised learning? -- Estimating and leveraging the missing-data mechanism
Aude Sportisse, Hugo Schmutz, Olivier Humbert +2
Semi-supervised learning is a powerful technique for leveraging unlabeled data to improve machine learning models, but it can be affected by the presence of ``informative'' labels,…