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Imputation of mixed data with multilevel singular value decomposition

François Husson , Julie Josse , Balasubramanian Narasimhan , Geneviève Robin
Journal of Computational and Graphical Statistics, 2019, 28 (3), pp.552-566. ⟨10.1080/10618600.2019.1585261⟩
Journal articles hal-01781291v1
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Main effects and interactions in mixed and incomplete data frames

Geneviève Robin , Olga Klopp , Julie Josse , Éric Moulines , Robert Tibshirani
Journal of the American Statistical Association, 2019, ⟨10.1080/01621459.2019.1623041⟩
Journal articles hal-02423445v1
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Incomplete graphical model inference via latent tree aggregation

Geneviève Robin , Christophe Ambroise , Stephane S. Robin
Statistical Modelling, 2019, 19 (5), pp.545-568. ⟨10.1177/1471082X18786289⟩
Journal articles hal-01686841v1
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Outliers Detection in Networks with Missing Links

Solenne Gaucher , Olga Klopp , Geneviève Robin
Computational Statistics and Data Analysis, 2021, 164, pp.107308
Journal articles hal-02386940v2
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Low-rank model with covariates for count data analysis

Geneviève Robin , Julie Josse , Éric Moulines , Sylvain Sardy
Journal of Multivariate Analysis, 2019, 173
Journal articles hal-01482773v3
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Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames

Geneviève Robin , Hoi-To Wai , Julie Josse , Olga Klopp , Éric Moulines
32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Dec 2018, Montréal, Canada
Conference papers hal-01959188v2