| Concentration and regularization of random graphs CM Le, E Levina, R Vershynin Random Structures & Algorithms 51 (3), 538-561, 2017 | 192 | 2017 |
| Estimating the number of communities in networks by spectral methods CM Le, E Levina Electronic Journal of Statistics 16 (1), 3315-3342, 2022 | 118* | 2022 |
| Sparse random graphs: regularization and concentration of the laplacian CM Le, E Levina, R Vershynin arXiv preprint arXiv:1502.03049, 2015 | 62 | 2015 |
| On subspace-hypercyclic operators C Le Proceedings of the American Mathematical Society 139 (8), 2847-2852, 2011 | 52 | 2011 |
| Optimization via low-rank approximation for community detection in networks CM Le, E Levina, R Vershynin | 50 | 2016 |
| Estimating a network from multiple noisy realizations CM Le, K Levin, E Levina | 48 | 2018 |
| Concentration of random graphs and application to community detection CM Le, E Levina, R Vershynin Proceedings of the International Congress of Mathematicians, Rio de Janeiro …, 2018 | 32 | 2018 |
| Linear regression and its inference on noisy network-linked data CM Le, T Li Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022 | 27 | 2022 |
| Edge sampling using local network information CM Le Journal of Machine Learning Research 22 (88), 1-29, 2021 | 7 | 2021 |
| Network estimation by mixing: Adaptivity and more T Li, CM Le Journal of the American Statistical Association 119 (547), 2190-2205, 2024 | 6 | 2024 |
| Comment: Ridge regression and regularization of large matrices CM Le, K Levin, PJ Bickel, E Levina Technometrics 62 (4), 443-446, 2020 | 6 | 2020 |
| Perturbation-robust predictive modeling of social effects by network subspace generalized linear models J Wang, CM Le, T Li arXiv preprint arXiv:2410.01163, 2024 | 1 | 2024 |
| Determining the Number of Communities in Sparse and Imbalanced Settings Z Shao, CM Le arXiv preprint arXiv:2406.04423, 2024 | | 2024 |
| Parametric Bootstrap on Networks with Non-Exchangeable Nodes Z Shao, CM Le arXiv preprint arXiv:2402.01866, 2024 | | 2024 |
| Variational Inference: Posterior Threshold Improves Network Clustering Accuracy in Sparse Regimes X Li, CM Le arXiv preprint arXiv:2301.04771, 2023 | | 2023 |
Elizaveta (Liza) LevinaProfessor of Statistics, University of MichiganBestätigte E-Mail-Adresse bei umich.edu
