| Imputation of mixed data with multilevel singular value decomposition F Husson, J Josse, B Narasimhan, G Robin Journal of Computational and Graphical Statistics 28 (3), 552-566, 2019 | 19 | 2019 |
| Main effects and interactions in mixed and incomplete data frames G Robin, O Klopp, J Josse, É Moulines, R Tibshirani Journal of the American Statistical Association 115 (531), 1292-1303, 2020 | 17 | 2020 |
| Low-rank model with covariates for count data with missing values G Robin, J Josse, E Moulines, S Sardy arXiv preprint arXiv:1703.02296, 2017 | 11 | 2017 |
| Outlier detection in networks with missing links S Gaucher, O Klopp, G Robin Computational Statistics & Data Analysis 164, 107308, 2021 | 8 | 2021 |
| Low-rank interaction with sparse additive effects model for large data frames G Robin, HT Wai, J Josse, O Klopp, É Moulines Advances in Neural Information Processing Systems 31, 2018 | 8 | 2018 |
| Federated-em with heterogeneity mitigation and variance reduction A Dieuleveut, G Fort, E Moulines, G Robin Advances in Neural Information Processing Systems 34, 29553-29566, 2021 | 4 | 2021 |
| Low-rank methods for heterogeneous and multi-source data G Robin Université Paris-Saclay (ComUE), 2019 | 4 | 2019 |
| Incomplete graphical model inference via latent tree aggregation G Robin, C Ambroise, S Robin Statistical Modelling 19 (5), 545-568, 2019 | 3 | 2019 |
| Handling missing values J Josse, W Jiang, A Sportisse, G Robin Inria. Julie Josse. Retrieved October 12, 2020, 2018 | 2 | 2018 |
| Generative methods for sampling transition paths in molecular dynamics T Lelièvre, G Robin, I Sekkat, G Stoltz, GV Cardoso arXiv preprint arXiv:2205.02818, 2022 | 1 | 2022 |
| Imputation of incomplete large‐scale monitoring count data via penalized estimation M Dakki, G Robin, M Suet, A Qninba, MA El Agbani, A Ouassou, ... Methods in Ecology and Evolution 12 (6), 1031-1039, 2021 | 1 | 2021 |
| A Statistical Learning Take on the Concordance Index for Survival Analysis A Nowak-Vila, K Elgui, G Robin arXiv preprint arXiv:2302.12059, 2023 | | 2023 |
| Profiling the response to lumacaftor‐ivacaftor in children with cystic between fibrosis and new insight from a French‐Italian real‐life cohort M Cornet, G Robin, F Ciciriello, T Bihouee, C Marguet, V Roy, ... Pediatric Pulmonology 57 (12), 2992-2999, 2022 | | 2022 |
| A Patient-Specific Equivalent Dipole Model G Cardoso, G Robin, A Arrieula, M Potse, M Haïssaguerre, E Moulines, ... Computing in Cardiology, 2022 | | 2022 |
| Inference of Multiscale Gaussian Graphical Model DE Sanou, C Ambroise, G Robin arXiv preprint arXiv:2202.05775, 2022 | | 2022 |
| Technical report: Impact of evaluation metrics and sampling on the comparison of machine learning methods for biodiversity indicators prediction G Robin, CL Hasif arXiv preprint arXiv:2108.07480, 2021 | | 2021 |
| Link Prediction in the Stochastic Block Model with Outliers S Gaucher, O Klopp, G Robin stat, 2019 | | 2019 |
| Graphical model inference with unobserved variables via latent tree aggregation G Robin, C Ambroise, S Robin | | 2017 |
| A Patient-Specific Single Equivalent Dipole Model G Cardoso, G Robin, A Arrieula, M Potse, M Haıssaguerre, E Moulines, ... | | |
| Deep Learning for Inferring Species Interactions G Robin, C Ambroise | | |
