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 2021 · stat.MLShow all
2 papers · 2 filters
stat.ML2021★ 2 cited
Model-based Clustering with Missing Not At Random Data
Aude Sportisse, Matthieu Marbac, Fabien Laporte +4
Model-based unsupervised learning, as any learning task, stalls as soon as missing data occurs. This is even more true when the missing data are informative, or said missing not at…
stat.ML2021★ 21 cited
Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA
Hermanni Hälvä, Sylvain Le Corff, Luc Lehéricy +4
We introduce a new general identifiable framework for principled disentanglement referred to as Structured Nonlinear Independent Component Analysis (SNICA). Our contribution is to…