45 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre de Mathématiques Appliquées de l'École polytechniqueFR2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- École PolytechniqueFR2 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Laboratoire de Probabilités, Statistique et ModélisationFR2 papers
- Apple (United States)US1 paper
- California Institute of TechnologyUS1 paper
- CELESTE: statistique mathématique et apprentissageFR1 paper
- Centre de Recherche en Économie et StatistiqueFR1 paper
- Centre de recherches mathématiquesCA1 paper
- Centre Inria de SaclayFR1 paper
- École Nationale de la Statistique et de l'Analyse de l'InformationFR1 paper
Showing stat.MLShow all
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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.ML2020★ 45 cited
Missing Data Imputation using Optimal Transport
Boris Muzellec, Julie Josse, Claire Boyer +1
Missing data is a crucial issue when applying machine learning algorithms to real-world datasets. Starting from the simple assumption that two batches extracted randomly from the s…