Aude Sportisse

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Top Venues

Publications

Aude Sportisse, Matthieu Marbac, Fabien Laporte, Gilles Celeux, Claire Boyer, Julie Josse, Christophe Biernacki
Model-based clustering with missing not at random data. Stat. Comput. 34 (4) (2024)
Irene Balelli, Aude Sportisse, Francesco Cremonesi, Pierre-Alexandre Mattei, Marco Lorenzi
Fed-MIWAE: Federated Imputation of Incomplete Data via Deep Generative Models. CoRR (2023)
Aude Sportisse, Hugo Schmutz, Olivier Humbert, Charles Bouveyron, Pierre-Alexandre Mattei
Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism. ICML (2023)
Imke Mayer, Aude Sportisse, Julie Josse, Nicholas J. Tierney, Nathalie Vialaneix
R-miss-tastic: a unified platform for missing values methods and workflows. R J. 14 (2) (2022)
Aude Sportisse, Christophe Biernacki, Claire Boyer, Julie Josse, Matthieu Marbac Lourdelle, Gilles Celeux, Fabien Laporte
Model-based Clustering with Missing Not At Random Data. CoRR (2021)
Aude Sportisse, Claire Boyer, Aymeric Dieuleveut, Julie Josse
Debiasing Averaged Stochastic Gradient Descent to handle missing values. NeurIPS (2020)
Aude Sportisse, Claire Boyer, Julie Josse
Estimation and Imputation in Probabilistic Principal Component Analysis with Missing Not At Random Data. NeurIPS (2020)
Aude Sportisse, Claire Boyer, Julie Josse
Imputation and low-rank estimation with Missing Not At Random data. Stat. Comput. 30 (6) (2020)
Aude Sportisse, Claire Boyer, Julie Josse
Imputation and low-rank estimation with Missing Non At Random data. CoRR (2018)