Farnè, Matteo; Montanari, Angela Large factor model estimation by nuclear norm plus \(\ell_1\) norm penalization. (English) Zbl 07783453 J. Multivariate Anal. 199, Article ID 105244, 22 p. (2024). MSC: 62Hxx 62H25 65F55 15A18 PDFBibTeX XMLCite \textit{M. Farnè} and \textit{A. Montanari}, J. Multivariate Anal. 199, Article ID 105244, 22 p. (2024; Zbl 07783453) Full Text: DOI arXiv
Yu, Quan; Zhang, Xinzhen T-product factorization based method for matrix and tensor completion problems. (English) Zbl 1517.15021 Comput. Optim. Appl. 84, No. 3, 761-788 (2023). MSC: 15A83 15A69 15A23 65F55 PDFBibTeX XMLCite \textit{Q. Yu} and \textit{X. Zhang}, Comput. Optim. Appl. 84, No. 3, 761--788 (2023; Zbl 1517.15021) Full Text: DOI
He, Hongjin; Ling, Chen; Xie, Wenhui Tensor completion via a generalized transformed tensor T-product decomposition without t-SVD. (English) Zbl 1507.65086 J. Sci. Comput. 93, No. 2, Paper No. 47, 35 p. (2022). MSC: 65F55 15A69 15A23 65F15 PDFBibTeX XMLCite \textit{H. He} et al., J. Sci. Comput. 93, No. 2, Paper No. 47, 35 p. (2022; Zbl 1507.65086) Full Text: DOI
Guo, Huiyuan; Huang, Zheng-Hai; Zhang, Xinzhen Low rank matrix recovery with impulsive noise. (English) Zbl 1497.15002 Appl. Math. Lett. 134, Article ID 108364, 7 p. (2022). MSC: 15A03 15A60 65F55 PDFBibTeX XMLCite \textit{H. Guo} et al., Appl. Math. Lett. 134, Article ID 108364, 7 p. (2022; Zbl 1497.15002) Full Text: DOI
Xiong, Zikai; Wei, Yimin; Xu, Renjie; Xu, Yanwei Low-rank traffic matrix completion with marginal information. (English) Zbl 1483.65076 J. Comput. Appl. Math. 410, Article ID 114219, 16 p. (2022). MSC: 65F99 15A83 90B06 PDFBibTeX XMLCite \textit{Z. Xiong} et al., J. Comput. Appl. Math. 410, Article ID 114219, 16 p. (2022; Zbl 1483.65076) Full Text: DOI
Xu, Kai; Zhang, Ying; Xiong, Zhi Iterative rank-one matrix completion via singular value decomposition and nuclear norm regularization. (English) Zbl 07779152 Inf. Sci. 578, 574-591 (2021). MSC: 15A83 15A18 65F10 PDFBibTeX XMLCite \textit{K. Xu} et al., Inf. Sci. 578, 574--591 (2021; Zbl 07779152) Full Text: DOI
Athey, Susan; Bayati, Mohsen; Doudchenko, Nikolay; Imbens, Guido; Khosravi, Khashayar Matrix completion methods for causal panel data models. (English) Zbl 1506.15030 J. Am. Stat. Assoc. 116, No. 536, 1716-1730 (2021). MSC: 15A83 PDFBibTeX XMLCite \textit{S. Athey} et al., J. Am. Stat. Assoc. 116, No. 536, 1716--1730 (2021; Zbl 1506.15030) Full Text: DOI arXiv
Mao, Xiaojun; Wong, Raymond K. W.; Chen, Song Xi Matrix completion under low-rank missing mechanism. (English) Zbl 1524.62260 Stat. Sin. 31, No. 4, 2005-2030 (2021). MSC: 62H12 15A83 60B20 62F12 90C25 PDFBibTeX XMLCite \textit{X. Mao} et al., Stat. Sin. 31, No. 4, 2005--2030 (2021; Zbl 1524.62260) Full Text: DOI arXiv
Huang, Jianwen; Wang, Jianjun; Zhang, Feng; Wang, Hailin; Wang, Wendong Perturbation analysis of low-rank matrix stable recovery. (English) Zbl 1471.15012 Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 4, Article ID 2050091, 19 p. (2021). MSC: 15A29 47A55 60E05 94A08 94A20 PDFBibTeX XMLCite \textit{J. Huang} et al., Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 4, Article ID 2050091, 19 p. (2021; Zbl 1471.15012) Full Text: DOI
Wang, Wendong; Zhang, Feng; Wang, Jianjun Low-rank matrix recovery via regularized nuclear norm minimization. (English) Zbl 1469.65090 Appl. Comput. Harmon. Anal. 54, 1-19 (2021). MSC: 65F99 15A03 90C25 94A12 PDFBibTeX XMLCite \textit{W. Wang} et al., Appl. Comput. Harmon. Anal. 54, 1--19 (2021; Zbl 1469.65090) Full Text: DOI arXiv
Dong, Shuyu; Absil, P.-A.; Gallivan, K. A. Riemannian gradient descent methods for graph-regularized matrix completion. (English) Zbl 1469.90168 Linear Algebra Appl. 623, 193-235 (2021). MSC: 90C90 53B21 15A83 PDFBibTeX XMLCite \textit{S. Dong} et al., Linear Algebra Appl. 623, 193--235 (2021; Zbl 1469.90168) Full Text: DOI
Zhang, Chelsea; Taylor, Sean J.; Cobb, Curtiss; Sekhon, Jasjeet Active matrix factorization for surveys. (English) Zbl 1470.62183 Ann. Appl. Stat. 14, No. 3, 1182-1206 (2020). MSC: 62P25 62D10 62K05 68T05 15A23 PDFBibTeX XMLCite \textit{C. Zhang} et al., Ann. Appl. Stat. 14, No. 3, 1182--1206 (2020; Zbl 1470.62183) Full Text: DOI arXiv Euclid
Mazumder, Rahul; Saldana, Diego; Weng, Haolei Matrix completion with nonconvex regularization: spectral operators and scalable algorithms. (English) Zbl 1448.62135 Stat. Comput. 30, No. 4, 1113-1138 (2020). MSC: 62M15 62H12 62D10 90C25 15A83 PDFBibTeX XMLCite \textit{R. Mazumder} et al., Stat. Comput. 30, No. 4, 1113--1138 (2020; Zbl 1448.62135) Full Text: DOI arXiv
Kuang, Shenfen; Chao, Hongyang; Li, Qia Majorized proximal alternating imputation for regularized rank constrained matrix completion. (English) Zbl 1433.65085 J. Comput. Appl. Math. 371, Article ID 112679, 19 p. (2020). MSC: 65F55 15A83 PDFBibTeX XMLCite \textit{S. Kuang} et al., J. Comput. Appl. Math. 371, Article ID 112679, 19 p. (2020; Zbl 1433.65085) Full Text: DOI
Matsuda, Takeru; Komaki, Fumiyasu Empirical Bayes matrix completion. (English) Zbl 1507.62131 Comput. Stat. Data Anal. 137, 195-210 (2019). MSC: 62-08 15A83 PDFBibTeX XMLCite \textit{T. Matsuda} and \textit{F. Komaki}, Comput. Stat. Data Anal. 137, 195--210 (2019; Zbl 1507.62131) Full Text: DOI arXiv
Lee, Namgil; Kim, Jong-Min Block tensor train decomposition for missing data estimation. (English) Zbl 1409.65026 Stat. Pap. 59, No. 4, 1283-1305 (2018). MSC: 65F30 15A69 PDFBibTeX XMLCite \textit{N. Lee} and \textit{J.-M. Kim}, Stat. Pap. 59, No. 4, 1283--1305 (2018; Zbl 1409.65026) Full Text: DOI
Moreira, Nilson J. M.; Duarte, Leonardo T.; Lavor, Carlile; Torezzan, Cristiano A novel low-rank matrix completion approach to estimate missing entries in Euclidean distance matrix. (English) Zbl 1400.15027 Comput. Appl. Math. 37, No. 4, 4989-4999 (2018). MSC: 15A83 51K05 65F30 PDFBibTeX XMLCite \textit{N. J. M. Moreira} et al., Comput. Appl. Math. 37, No. 4, 4989--4999 (2018; Zbl 1400.15027) Full Text: DOI arXiv
Cottet, Vincent; Alquier, Pierre 1-bit matrix completion: PAC-Bayesian analysis of a variational approximation. (English) Zbl 1461.15032 Mach. Learn. 107, No. 3, 579-603 (2018). MSC: 15A83 65F55 62H30 68T20 PDFBibTeX XMLCite \textit{V. Cottet} and \textit{P. Alquier}, Mach. Learn. 107, No. 3, 579--603 (2018; Zbl 1461.15032) Full Text: DOI arXiv
Shabat, Gil; Shmueli, Yaniv; Aizenbud, Yariv; Averbuch, Amir Randomized LU decomposition. (English) Zbl 1380.65077 Appl. Comput. Harmon. Anal. 44, No. 2, 246-272 (2018). MSC: 65F20 65F05 15B52 PDFBibTeX XMLCite \textit{G. Shabat} et al., Appl. Comput. Harmon. Anal. 44, No. 2, 246--272 (2018; Zbl 1380.65077) Full Text: DOI arXiv
O’Rourke, Sean; Vu, Van; Wang, Ke Random perturbation of low rank matrices: improving classical bounds. (English) Zbl 1380.65076 Linear Algebra Appl. 540, 26-59 (2018). MSC: 65F20 15B52 PDFBibTeX XMLCite \textit{S. O'Rourke} et al., Linear Algebra Appl. 540, 26--59 (2018; Zbl 1380.65076) Full Text: DOI arXiv
Mareček, Jakub; Richtárik, Peter; Takáč, Martin Matrix completion under interval uncertainty. (English) Zbl 1394.90462 Eur. J. Oper. Res. 256, No. 1, 35-43 (2017). MSC: 90C25 65K05 65F30 15A83 PDFBibTeX XMLCite \textit{J. Mareček} et al., Eur. J. Oper. Res. 256, No. 1, 35--43 (2017; Zbl 1394.90462) Full Text: DOI arXiv
Wong, Raymond K. W.; Lee, Thomas C. M. Matrix completion with noisy entries and outliers. (English) Zbl 1443.15017 J. Mach. Learn. Res. 18(2017-2018), Paper No. 147, 25 p. (2017). MSC: 15A83 65F99 PDFBibTeX XMLCite \textit{R. K. W. Wong} and \textit{T. C. M. Lee}, J. Mach. Learn. Res. 18, Paper No. 147, 25 p. (2017; Zbl 1443.15017) Full Text: arXiv Link
Sun, Tingni; Zhang, Cun-Hui A graphical approach to the analysis of matrix completion. (English) Zbl 1388.15025 Stochastic Processes Appl. 126, No. 12, 3935-3951 (2016). MSC: 15A83 62H12 90C25 90C90 PDFBibTeX XMLCite \textit{T. Sun} and \textit{C.-H. Zhang}, Stochastic Processes Appl. 126, No. 12, 3935--3951 (2016; Zbl 1388.15025) Full Text: DOI
Wu, Tong Tong; Lange, Kenneth Matrix completion discriminant analysis. (English) Zbl 1468.62212 Comput. Stat. Data Anal. 92, 115-125 (2015). MSC: 62-08 62H30 15A83 65F99 PDFBibTeX XMLCite \textit{T. T. Wu} and \textit{K. Lange}, Comput. Stat. Data Anal. 92, 115--125 (2015; Zbl 1468.62212) Full Text: DOI
Hastie, Trevor; Mazumder, Rahul; Lee, Jason D.; Zadeh, Reza Matrix completion and low-rank SVD via fast alternating least squares. (English) Zbl 1352.65117 J. Mach. Learn. Res. 16, 3367-3402 (2015). MSC: 65F15 15A83 62H12 PDFBibTeX XMLCite \textit{T. Hastie} et al., J. Mach. Learn. Res. 16, 3367--3402 (2015; Zbl 1352.65117) Full Text: arXiv Link
Klopp, Olga Matrix completion by singular value thresholding: sharp bounds. (English) Zbl 1323.62047 Electron. J. Stat. 9, No. 2, 2348-2369 (2015). MSC: 62H12 60B20 15B52 15A83 PDFBibTeX XMLCite \textit{O. Klopp}, Electron. J. Stat. 9, No. 2, 2348--2369 (2015; Zbl 1323.62047) Full Text: DOI arXiv Euclid
Cai, Yun; Li, Song Convergence analysis of projected gradient descent for Schatten-\(p\) nonconvex matrix recovery. (English) Zbl 1331.65183 Sci. China, Math. 58, No. 4, 845-858 (2015). MSC: 65Y20 15A83 65F99 90C25 PDFBibTeX XMLCite \textit{Y. Cai} and \textit{S. Li}, Sci. China, Math. 58, No. 4, 845--858 (2015; Zbl 1331.65183) Full Text: DOI
Wang, Zheng; Lai, Ming-Jun; Lu, Zhaosong; Fan, Wei; Davulcu, Hasan; Ye, Jieping Orthogonal rank-one matrix pursuit for low rank matrix completion. (English) Zbl 1315.65044 SIAM J. Sci. Comput. 37, No. 1, A488-A514 (2015). MSC: 65F30 15A83 65F10 65F20 PDFBibTeX XMLCite \textit{Z. Wang} et al., SIAM J. Sci. Comput. 37, No. 1, A488--A514 (2015; Zbl 1315.65044) Full Text: DOI arXiv
Chatterjee, Sourav Matrix estimation by universal singular value thresholding. (English) Zbl 1308.62038 Ann. Stat. 43, No. 1, 177-214 (2015). MSC: 62F12 62G05 05C99 60B20 15B52 PDFBibTeX XMLCite \textit{S. Chatterjee}, Ann. Stat. 43, No. 1, 177--214 (2015; Zbl 1308.62038) Full Text: DOI arXiv Euclid
Mishra, Bamdev; Meyer, Gilles; Bonnabel, Silvère; Sepulchre, Rodolphe Fixed-rank matrix factorizations and Riemannian low-rank optimization. (English) Zbl 1306.65107 Comput. Stat. 29, No. 3-4, 591-621 (2014). MSC: 62-08 15A83 65K05 65F20 68T05 PDFBibTeX XMLCite \textit{B. Mishra} et al., Comput. Stat. 29, No. 3--4, 591--621 (2014; Zbl 1306.65107) Full Text: DOI arXiv
Liu, Lu; Huang, Wei; Chen, Di-Rong Exact minimum rank approximation via Schatten \(p\)-norm minimization. (English) Zbl 1293.65056 J. Comput. Appl. Math. 267, 218-227 (2014). MSC: 65F15 15A60 15A23 15A83 PDFBibTeX XMLCite \textit{L. Liu} et al., J. Comput. Appl. Math. 267, 218--227 (2014; Zbl 1293.65056) Full Text: DOI
Mazumder, Rahul; Hastie, Trevor; Tibshirani, Robert Spectral regularization algorithms for learning large incomplete matrices. (English) Zbl 1242.68237 J. Mach. Learn. Res. 11, 2287-2322 (2010). MSC: 68T05 62H12 15A83 90C25 PDFBibTeX XMLCite \textit{R. Mazumder} et al., J. Mach. Learn. Res. 11, 2287--2322 (2010; Zbl 1242.68237) Full Text: Link