Braun, Guillaume Strong consistency guarantees for clustering high-dimensional bipartite graphs with the spectral method. (English) Zbl 07904143 Electron. J. Stat. 18, No. 2, 2798-2823 (2024). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link OA License
Yan, Yuling; Chen, Yuxin; Fan, Jianqing Inference for heteroskedastic PCA with missing data. (English) Zbl 1539.62185 Ann. Stat. 52, No. 2, 729-756 (2024). MSC: 62H25 62D10 62E17 62H12 90C26 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Soize, Christian; Ghanem, Roger Probabilistic-learning-based stochastic surrogate model from small incomplete datasets for nonlinear dynamical systems. (English) Zbl 1539.74534 Comput. Methods Appl. Mech. Eng. 418, Part A, Article ID 116498, 25 p. (2024). MSC: 74S60 65M32 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Yuxin; Fan, Jianqing; Wang, Bingyan; Yan, Yuling Convex and nonconvex optimization are both minimax-optimal for noisy blind deconvolution under random designs. (English) Zbl 07707207 J. Am. Stat. Assoc. 118, No. 542, 858-868 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Landa, Boris; Zhang, Thomas T. C. K.; Kluger, Yuval Biwhitening reveals the rank of a count matrix. (English) Zbl 07669883 SIAM J. Math. Data Sci. 4, No. 4, 1420-1446 (2022). MSC: 62H12 62H25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Borgs, Christian; Chayes, Jennifer T.; Shah, Devavrat; Yu, Christina Lee Iterative collaborative filtering for sparse matrix estimation. (English) Zbl 07640288 Oper. Res. 70, No. 6, 3143-3175 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Abbe, Emmanuel; Fan, Jianqing; Wang, Kaizheng An \({\ell_p}\) theory of PCA and spectral clustering. (English) Zbl 1539.62174 Ann. Stat. 50, No. 4, 2359-2385 (2022). MSC: 62H25 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cai, Changxiao; Li, Gen; Poor, H. Vincent; Chen, Yuxin Nonconvex low-rank tensor completion from noisy data. (English) Zbl 1511.90330 Oper. Res. 70, No. 2, 1219-1237 (2022). Reviewer: Liangzu Peng (Baltimore) MSC: 90C26 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Jing, Bing-Yi; Li, Ting; Lyu, Zhongyuan; Xia, Dong Community detection on mixture multilayer networks via regularized tensor decomposition. (English) Zbl 1486.62185 Ann. Stat. 49, No. 6, 3181-3205 (2021). MSC: 62H30 62H12 62H25 62F12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv