| Noisy low-rank matrix completion with general sampling distribution O Klopp | 234 | 2014 |
| Oracle inequalities for network models and sparse graphon estimation O Klopp, AB Tsybakov, N Verzelen | 146 | 2017 |
| Robust matrix completion O Klopp, K Lounici, AB Tsybakov Probability Theory and Related Fields 169, 523-564, 2017 | 133 | 2017 |
| Rank penalized estimators for high-dimensional matrices O Klopp | 63 | 2011 |
| Probabilistic low-rank matrix completion on finite alphabets J Lafond, O Klopp, E Moulines, J Salmon Advances in Neural Information Processing Systems 27, 2014 | 47 | 2014 |
| Adaptive multinomial matrix completion O Klopp, J Lafond, É Moulines, J Salmon | 46 | 2015 |
| Matrix completion by singular value thresholding: sharp bounds O Klopp | 46 | 2015 |
| Adaptive confidence sets for matrix completion A Carpentier, O Klopp, M Löffler, R Nickl | 34 | 2018 |
| Optimal graphon estimation in cut distance O Klopp, N Verzelen Probability Theory and Related Fields 174 (3), 1033-1090, 2019 | 31 | 2019 |
| High dimensional matrix estimation with unknown variance of the noise S Gaïffas, O Klopp Statistica Sinica, 115-145, 2017 | 24 | 2017 |
| Structured matrix estimation and completion O Klopp, Y Lu, AB Tsybakov, HH Zhou | 23 | 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, 2019 | 22 | 2019 |
| Collective matrix completion MZ Alaya, O Klopp Journal of Machine Learning Research 20 (148), 1-43, 2019 | 15 | 2019 |
| Sparse high-dimensional varying coefficient model: Nonasymptotic minimax study O Klopp, M Pensky | 14 | 2015 |
| Maximum likelihood estimation of sparse networks with missing observations S Gaucher, O Klopp Journal of Statistical Planning and Inference 215, 299-329, 2021 | 13 | 2021 |
| Outlier detection in networks with missing links S Gaucher, O Klopp, G Robin Computational Statistics & Data Analysis 164, 107308, 2021 | 11 | 2021 |
| Constructing confidence sets for the matrix completion problem A Carpentier, O Klopp, M Löffler Nonparametric Statistics: 3rd ISNPS, Avignon, France, June 2016 3, 103-118, 2018 | 9 | 2018 |
| Change-point detection in dynamic networks with missing links F Enikeeva, O Klopp arXiv preprint arXiv:2106.14470, 2021 | 8 | 2021 |
| Assigning topics to documents by successive projections O Klopp, M Panov, S Sigalla, AB Tsybakov The Annals of Statistics 51 (5), 1989-2014, 2023 | 7 | 2023 |
| 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 | 7 | 2018 |
