Liu, Yucong; Jiao, Simiao; Lim, Lek-Heng Lu decomposition and Toeplitz decomposition of a neural network. (English) Zbl 07796949 Appl. Comput. Harmon. Anal. 68, Article ID 101601, 12 p. (2024). Reviewer: Steven B. Damelin (Ann Arbor) MSC: 68T05 65F15 15A23 15B05 41A30 PDFBibTeX XMLCite \textit{Y. Liu} et al., Appl. Comput. Harmon. Anal. 68, Article ID 101601, 12 p. (2024; Zbl 07796949) Full Text: DOI arXiv
Sprangers, Brent; Vannieuwenhoven, Nick Group-invariant tensor train networks for supervised learning. (English) Zbl 1527.15027 SIAM J. Math. Data Sci. 5, No. 4, 829-853 (2023). MSC: 15A69 15A04 68T05 68T09 65F15 20C30 PDFBibTeX XMLCite \textit{B. Sprangers} and \textit{N. Vannieuwenhoven}, SIAM J. Math. Data Sci. 5, No. 4, 829--853 (2023; Zbl 1527.15027) Full Text: DOI arXiv
Blum-Smith, Ben; Villar, Soledad Machine learning and invariant theory. (English) Zbl 1522.13011 Notices Am. Math. Soc. 70, No. 8, 1205-1213 (2023). MSC: 13A50 14L24 14Q15 15A72 68T05 PDFBibTeX XMLCite \textit{B. Blum-Smith} and \textit{S. Villar}, Notices Am. Math. Soc. 70, No. 8, 1205--1213 (2023; Zbl 1522.13011) Full Text: DOI arXiv
Wan, Minghua; Cai, Mingxiu; Yang, Zhangjing; Tan, Hai; Yang, Guowei; Tang, Mingwei Robust latent nonnegative matrix factorization with automatic sparse reconstruction for unsupervised feature extraction. (English) Zbl 1522.68488 Inf. Sci. 648, Article ID 119517, 19 p. (2023). MSC: 68T05 15A23 68U10 PDFBibTeX XMLCite \textit{M. Wan} et al., Inf. Sci. 648, Article ID 119517, 19 p. (2023; Zbl 1522.68488) Full Text: DOI
Wu, Hao; Wu, Xuke; Luo, Xin Dynamic network representation based on latent factorization of tensors. (English) Zbl 1515.68020 SpringerBriefs in Computer Science. Singapore: Springer (ISBN 978-981-19-8933-9/pbk; 978-981-19-8934-6/ebook). viii, 80 p. (2023). MSC: 68-02 05C82 15A23 15A69 68R10 68T05 68T09 PDFBibTeX XMLCite \textit{H. Wu} et al., Dynamic network representation based on latent factorization of tensors. Singapore: Springer (2023; Zbl 1515.68020) Full Text: DOI
Cheng, Lei; Chen, Zhongtao; Wu, Yik-Chung Bayesian tensor decomposition for signal processing and machine learning. Modeling, tuning-free algorithms, and applications. (English) Zbl 1515.68012 Cham: Springer (ISBN 978-3-031-22437-9/hbk; 978-3-031-22440-9/pbk; 978-3-031-22438-6/ebook). x, 183 p. (2023). MSC: 68-02 15A69 65F99 68T05 94A12 PDFBibTeX XMLCite \textit{L. Cheng} et al., Bayesian tensor decomposition for signal processing and machine learning. Modeling, tuning-free algorithms, and applications. Cham: Springer (2023; Zbl 1515.68012) Full Text: DOI
Waniorek, N.; Calvetti, D.; Somersalo, E. Bayesian hierarchical dictionary learning. (English) Zbl 07650607 Inverse Probl. 39, No. 2, Article ID 024006, 22 p. (2023). MSC: 68T05 15A29 65J22 PDFBibTeX XMLCite \textit{N. Waniorek} et al., Inverse Probl. 39, No. 2, Article ID 024006, 22 p. (2023; Zbl 07650607) Full Text: DOI
Tong, Can; Wei, Jiao; Qi, Shouliang; Yao, Yudong; Zhang, Tie; Teng, Yueyang A majorization-minimization based solution to penalized nonnegative matrix factorization with orthogonal regularization. (English) Zbl 07614153 J. Comput. Appl. Math. 421, Article ID 114877, 13 p. (2023). MSC: 65K10 15A23 68T10 65F25 68T05 65F50 PDFBibTeX XMLCite \textit{C. Tong} et al., J. Comput. Appl. Math. 421, Article ID 114877, 13 p. (2023; Zbl 07614153) Full Text: DOI
Peng, Siyuan; Yang, Zhijing; Ling, Bingo Wing-Kuen; Chen, Badong; Lin, Zhiping Dual semi-supervised convex nonnegative matrix factorization for data representation. (English) Zbl 07800138 Inf. Sci. 585, 571-593 (2022). MSC: 68T05 62H30 68T09 65F15 65F25 15A23 PDFBibTeX XMLCite \textit{S. Peng} et al., Inf. Sci. 585, 571--593 (2022; Zbl 07800138) Full Text: DOI
Akar, Mutlu; Sirakov, Nikolay M.; Mete, Mutlu Clifford algebra multivectors and kernels for melanoma classification. (English) Zbl 07780636 Math. Methods Appl. Sci. 45, No. 7, 4056-4068 (2022). MSC: 92C32 15A67 68T05 PDFBibTeX XMLCite \textit{M. Akar} et al., Math. Methods Appl. Sci. 45, No. 7, 4056--4068 (2022; Zbl 07780636) Full Text: DOI
Zhang, Guannan; Mu, Lin A non-intrusive domain-decomposition model reduction method for linear steady-state partial differential equations with random coefficients. (English) Zbl 07779688 Numer. Methods Partial Differ. Equations 38, No. 6, 1993-2011 (2022). MSC: 65N55 65N30 62D05 68T05 65F20 65F50 65F05 15A18 35R60 PDFBibTeX XMLCite \textit{G. Zhang} and \textit{L. Mu}, Numer. Methods Partial Differ. Equations 38, No. 6, 1993--2011 (2022; Zbl 07779688) Full Text: DOI
Godaz, Reza; Monsefi, Reza; Toutounian, Faezeh; Hosseini, Reshad Accurate and fast matrix factorization for low-rank learning. (English) Zbl 07694606 J. Math. Model. 10, No. 2, 263-278 (2022). MSC: 68T05 15A23 PDFBibTeX XMLCite \textit{R. Godaz} et al., J. Math. Model. 10, No. 2, 263--278 (2022; Zbl 07694606) Full Text: DOI arXiv
Tran, Bénédikt; Vaudenay, Serge Solving the learning parity with noise problem using quantum algorithms. (English) Zbl 1523.81049 Batina, Lejla (ed.) et al., Progress in cryptology – AFRICACRYPT 2022. 13th international conference on cryptology in Africa, AFRICACRYPT 2022, Fes, Morocco, July 18–20, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13503, 295-322 (2022). MSC: 81P68 68T05 03C10 28C20 94A60 81P94 15B34 68P10 81P73 PDFBibTeX XMLCite \textit{B. Tran} and \textit{S. Vaudenay}, Lect. Notes Comput. Sci. 13503, 295--322 (2022; Zbl 1523.81049) Full Text: DOI
Sengupta, Richik; Adhikary, Soumik; Oseledets, Ivan; Biamonte, Jacob Tensor networks in machine learning. (English) Zbl 1509.68225 Eur. Math. Soc. Mag. 126, 4-12 (2022). MSC: 68T05 15A69 81P68 PDFBibTeX XMLCite \textit{R. Sengupta} et al., Eur. Math. Soc. Mag. 126, 4--12 (2022; Zbl 1509.68225) Full Text: DOI arXiv
Chen, Tingjian; Yuan, Haoliang; Yin, Ming Hierarchical unsupervised multi-view feature selection. (English) Zbl 1524.68266 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250024, 21 p. (2022). MSC: 68T05 15A23 62H35 PDFBibTeX XMLCite \textit{T. Chen} et al., Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250024, 21 p. (2022; Zbl 1524.68266) Full Text: DOI
Couillet, Romain; Liao, Zhenyu Random matrix methods for machine learning. (English) Zbl 1493.68001 Cambridge: Cambridge University Press (ISBN 978-1-00-912323-5/hbk; 978-1-00-912849-0/ebook). viii, 402 p. (2022). MSC: 68-01 15B52 68T05 PDFBibTeX XMLCite \textit{R. Couillet} and \textit{Z. Liao}, Random matrix methods for machine learning. Cambridge: Cambridge University Press (2022; Zbl 1493.68001) Full Text: DOI
Bhaskara, Aditya; Chen, Aidao; Perreault, Aidan; Vijayaraghavan, Aravindan Smoothed analysis for tensor methods in unsupervised learning. (English) Zbl 1487.68190 Math. Program. 193, No. 2 (B), 549-599 (2022). MSC: 68T05 15A69 68T09 PDFBibTeX XMLCite \textit{A. Bhaskara} et al., Math. Program. 193, No. 2 (B), 549--599 (2022; Zbl 1487.68190) Full Text: DOI
Sembach, Lena Book review of: D. Calvetti and E. Somersalo, Mathematics of data science. A computational approach to clustering and classification. (English) Zbl 1491.00030 SIAM Rev. 64, No. 2, 503-513 (2022). MSC: 00A17 68-01 15-01 15A23 62H25 62H30 68T05 68T09 PDFBibTeX XMLCite \textit{L. Sembach}, SIAM Rev. 64, No. 2, 503--513 (2022; Zbl 1491.00030) Full Text: DOI
Archibald, Richard; Tran, Hoang A dictionary learning algorithm for compression and reconstruction of streaming data in preset order. (English) Zbl 1524.68330 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 655-668 (2022). MSC: 68T09 15A23 68P30 68T05 68W27 94A16 PDFBibTeX XMLCite \textit{R. Archibald} and \textit{H. Tran}, Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 655--668 (2022; Zbl 1524.68330) Full Text: DOI
Hogue, Jarom D.; Kirby, Robert M.; Narayan, Akil Weight Matrix Dimensionality Reduction in Deep Learning via Kronecker Multi-layer Architectures. arXiv:2204.04273 Preprint, arXiv:2204.04273 [cs.LG] (2022). MSC: 15A23 15A69 65F30 68T05 BibTeX Cite \textit{J. D. Hogue} et al., ``Weight Matrix Dimensionality Reduction in Deep Learning via Kronecker Multi-layer Architectures'', Preprint, arXiv:2204.04273 [cs.LG] (2022) Full Text: arXiv OA License
Budd, Jeremy; van Gennip, Yves; Latz, Jonas Classification and image processing with a semi-discrete scheme for fidelity forced Allen-Cahn on graphs. (English) Zbl 07778858 GAMM-Mitt. 44, No. 1, Article ID 202100004, 43 p. (2021). Reviewer: Denys Dutykh (Le Bourget-du-Lac) MSC: 65M06 65F55 65F20 65D18 68T05 68U10 15A18 82B41 62H30 35R02 35R60 35Q56 PDFBibTeX XMLCite \textit{J. Budd} et al., GAMM-Mitt. 44, No. 1, Article ID 202100004, 43 p. (2021; Zbl 07778858) Full Text: DOI arXiv OA License
Su, Yuting; Xu, Junyu; Hong, Daozheng; Fan, Fugui; Zhang, Jing; Jing, Peiguang Deep low-rank matrix factorization with latent correlation estimation for micro-video multi-label classification. (English) Zbl 1528.62034 Inf. Sci. 575, 587-598 (2021). MSC: 62H30 15A23 68T05 PDFBibTeX XMLCite \textit{Y. Su} et al., Inf. Sci. 575, 587--598 (2021; Zbl 1528.62034) Full Text: DOI
Tian, Qiang; Pan, Lin; Zhang, Wang; Li, Tianpeng; Wu, Huaming; Jiao, Pengfei; Wang, Wenjun Lower order information preserved network embedding based on non-negative matrix decomposition. (English) Zbl 1528.68325 Inf. Sci. 572, 43-56 (2021). MSC: 68R10 15A23 68T05 PDFBibTeX XMLCite \textit{Q. Tian} et al., Inf. Sci. 572, 43--56 (2021; Zbl 1528.68325) Full Text: DOI
Wang, Qingzhu; Zhang, Lingling; Wei, Shuang; Li, Bin Tensor decomposition-based alternate sub-population evolution for large-scale many-objective optimization. (English) Zbl 1527.90208 Inf. Sci. 569, 376-399 (2021). MSC: 90C29 15A69 68W50 15A18 68T05 90C59 PDFBibTeX XMLCite \textit{Q. Wang} et al., Inf. Sci. 569, 376--399 (2021; Zbl 1527.90208) Full Text: DOI
Peng, Chong; Zhang, Zhilu; Kang, Zhao; Chen, Chenglizhao; Cheng, Qiang Nonnegative matrix factorization with local similarity learning. (English) Zbl 1523.68068 Inf. Sci. 562, 325-346 (2021). MSC: 68T05 15A23 62H30 PDFBibTeX XMLCite \textit{C. Peng} et al., Inf. Sci. 562, 325--346 (2021; Zbl 1523.68068) Full Text: DOI arXiv
Devarajan, Karthik A statistical framework for non-negative matrix factorization based on generalized dual divergence. (English) Zbl 1521.68115 Neural Netw. 140, 309-324 (2021). MSC: 68T05 15A23 62B10 62P10 68T07 PDFBibTeX XMLCite \textit{K. Devarajan}, Neural Netw. 140, 309--324 (2021; Zbl 1521.68115) Full Text: DOI
Gillet, Annabelle; Leclercq, Éric; Cullot, Nadine MuLOT: multi-level optimization of the canonical polyadic tensor decomposition at large-scale. (English) Zbl 1495.68193 Bellatreche, Ladjel (ed.) et al., Advances in databases and information systems. 25th European conference, ADBIS 2021, Tartu, Estonia, August 24–26, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12843, 198-212 (2021). MSC: 68T05 15A69 65F20 68P05 PDFBibTeX XMLCite \textit{A. Gillet} et al., Lect. Notes Comput. Sci. 12843, 198--212 (2021; Zbl 1495.68193) Full Text: DOI HAL
Wang, Shiping; Chen, Zhaoliang; Zhu, William; Wang, Fei-Yue Deep random walk of unitary invariance for large-scale data representation. (English) Zbl 1484.68199 Inf. Sci. 554, 1-14 (2021). MSC: 68T05 15A23 60G50 68T09 PDFBibTeX XMLCite \textit{S. Wang} et al., Inf. Sci. 554, 1--14 (2021; Zbl 1484.68199) Full Text: DOI
Peng, Xinjun; Xu, Dong; Chen, De Robust distribution-based nonnegative matrix factorizations for dimensionality reduction. (English) Zbl 1483.68313 Inf. Sci. 552, 244-260 (2021). MSC: 68T05 15A23 62H30 68T09 PDFBibTeX XMLCite \textit{X. Peng} et al., Inf. Sci. 552, 244--260 (2021; Zbl 1483.68313) Full Text: DOI
Qin, Meng; Lei, Kai Dual-channel hybrid community detection in attributed networks. (English) Zbl 1483.68314 Inf. Sci. 551, 146-167 (2021). MSC: 68T05 05C82 15A23 62H30 68R10 PDFBibTeX XMLCite \textit{M. Qin} and \textit{K. Lei}, Inf. Sci. 551, 146--167 (2021; Zbl 1483.68314) Full Text: DOI
Cabanes, Yann; Nielsen, Frank Classification in the Siegel space for vectorial autoregressive data. (English) Zbl 1490.53021 Nielsen, Frank (ed.) et al., Geometric science of information. 5th international conference, GSI 2021, Paris, France, July 21–23, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12829, 693-700 (2021). MSC: 53B12 94A12 53A35 68T05 15B48 PDFBibTeX XMLCite \textit{Y. Cabanes} and \textit{F. Nielsen}, Lect. Notes Comput. Sci. 12829, 693--700 (2021; Zbl 1490.53021) Full Text: DOI
Marti, Gautier; Goubet, Victor; Nielsen, Frank cCorrGAN: conditional correlation GAN for learning empirical conditional distributions in the elliptope. (English) Zbl 07495261 Nielsen, Frank (ed.) et al., Geometric science of information. 5th international conference, GSI 2021, Paris, France, July 21–23, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12829, 613-620 (2021). MSC: 68T05 15B52 PDFBibTeX XMLCite \textit{G. Marti} et al., Lect. Notes Comput. Sci. 12829, 613--620 (2021; Zbl 07495261) Full Text: DOI arXiv
De Handschutter, Pierre; Gillis, Nicolas; Siebert, Xavier A survey on deep matrix factorizations. (English) Zbl 1486.68147 Comput. Sci. Rev. 42, Article ID 100423, 18 p. (2021). MSC: 68T05 15A23 68T07 68-02 PDFBibTeX XMLCite \textit{P. De Handschutter} et al., Comput. Sci. Rev. 42, Article ID 100423, 18 p. (2021; Zbl 1486.68147) Full Text: DOI arXiv
Wei, Maosheng; Wu, Jun; Yang, Lina; Tang, Yuanyan Matrix factorization with dual-network collaborative embedding for social recommendation. (English) Zbl 1523.68074 Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 5, Article ID 2150016, 15 p. (2021). MSC: 68T05 15A23 68T35 PDFBibTeX XMLCite \textit{M. Wei} et al., Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 5, Article ID 2150016, 15 p. (2021; Zbl 1523.68074) Full Text: DOI
Wu, Dongqing; Zhang, Yunong From Penrose equations to Zhang neural network, Getz-Marsden dynamic system, and DDD (direct derivative dynamics) using substitution technique. (English) Zbl 1486.65033 Discrete Dyn. Nat. Soc. 2021, Article ID 4227512, 21 p. (2021). MSC: 65F05 15A09 68T05 65F20 PDFBibTeX XMLCite \textit{D. Wu} and \textit{Y. Zhang}, Discrete Dyn. Nat. Soc. 2021, Article ID 4227512, 21 p. (2021; Zbl 1486.65033) Full Text: DOI
Belachew, Melisew Tefera Coordinate descent-based sparse nonnegative matrix factorization for robust cancer-class discovery and microarray data analysis. (English) Zbl 1499.62207 J. Appl. Math. 2021, Article ID 6675829, 15 p. (2021). MSC: 62H30 15A23 68T05 62P10 62-08 PDFBibTeX XMLCite \textit{M. T. Belachew}, J. Appl. Math. 2021, Article ID 6675829, 15 p. (2021; Zbl 1499.62207) Full Text: DOI
Tsilivis, Nikos; Tsiamis, Anastasios; Maragos, Petros Sparse approximate solutions to max-plus equations. (English) Zbl 1484.15033 Lindblad, Joakim (ed.) et al., Discrete geometry and mathematical morphology. First international joint conference, DGMM 2021, Uppsala, Sweden, May 24–27, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12708, 538-550 (2021). MSC: 15A80 68T05 68U10 68W25 90C90 PDFBibTeX XMLCite \textit{N. Tsilivis} et al., Lect. Notes Comput. Sci. 12708, 538--550 (2021; Zbl 1484.15033) Full Text: DOI
Xie, Deyan; Gao, Quanxue; Deng, Siyang; Yang, Xiaojun; Gao, Xinbo Multiple graphs learning with a new weighted tensor nuclear norm. (English) Zbl 1475.68301 Neural Netw. 133, 57-68 (2021). MSC: 68T05 15A60 62H30 PDFBibTeX XMLCite \textit{D. Xie} et al., Neural Netw. 133, 57--68 (2021; Zbl 1475.68301) Full Text: DOI
Sadeghian, Azam; Shahzadeh Fazeli, Seyed Abolfazl; Karbassi, Seyed Mehdi Graph clustering by hierarchical singular value decomposition with selectable range for number of clusters members. (English) Zbl 07426501 Iran. J. Math. Sci. Inform. 16, No. 1, 105-121 (2021). MSC: 68T05 15A23 62H30 PDFBibTeX XMLCite \textit{A. Sadeghian} et al., Iran. J. Math. Sci. Inform. 16, No. 1, 105--121 (2021; Zbl 07426501) Full Text: Link
Liu, Jiani; Zhu, Ce; Long, Zhen; Liu, Yipeng Tensor regression. (English) Zbl 1524.68287 Found. Trends Mach. Learn. 14, No. 4, 1-190 (2021). MSC: 68T05 15A69 62J05 68-02 PDFBibTeX XMLCite \textit{J. Liu} et al., Found. Trends Mach. Learn. 14, No. 4, 1--190 (2021; Zbl 1524.68287) Full Text: DOI arXiv
Li, Ting; Tang, Jiayi; Wan, Zhong An alternating nonmonotone projected Barzilai-Borwein algorithm of nonnegative factorization of big matrices. (English) Zbl 1483.68307 Data Min. Knowl. Discov. 35, No. 5, 1972-2008 (2021). MSC: 68T05 15A23 15B48 65F99 68U10 90C26 PDFBibTeX XMLCite \textit{T. Li} et al., Data Min. Knowl. Discov. 35, No. 5, 1972--2008 (2021; Zbl 1483.68307) Full Text: DOI
Chen, Yanxi; Ma, Cong; Poor, H. Vincent; Chen, Yuxin Learning mixtures of low-rank models. (English) Zbl 1475.62182 IEEE Trans. Inf. Theory 67, No. 7, 4613-4636 (2021). MSC: 62H30 15A83 68T05 90C26 PDFBibTeX XMLCite \textit{Y. Chen} et al., IEEE Trans. Inf. Theory 67, No. 7, 4613--4636 (2021; Zbl 1475.62182) Full Text: DOI arXiv
Ran, Ruisheng; Ren, Yinshan; Zhang, Shougui; Fang, Bin A novel discriminant locality preserving projections method. (English) Zbl 1515.68270 J. Math. Imaging Vis. 63, No. 5, 541-554 (2021). MSC: 68T05 15A16 15A18 68U10 PDFBibTeX XMLCite \textit{R. Ran} et al., J. Math. Imaging Vis. 63, No. 5, 541--554 (2021; Zbl 1515.68270) Full Text: DOI
Tang, Jiayi; Wan, Zhong Orthogonal dual graph-regularized nonnegative matrix factorization for co-clustering. (English) Zbl 1466.62359 J. Sci. Comput. 87, No. 3, Paper No. 66, 37 p. (2021). MSC: 62H30 62H22 15A23 68T05 PDFBibTeX XMLCite \textit{J. Tang} and \textit{Z. Wan}, J. Sci. Comput. 87, No. 3, Paper No. 66, 37 p. (2021; Zbl 1466.62359) Full Text: DOI
Calvetti, Daniela; Somersalo, Erkki Mathematics of data science. A computational approach to clustering and classification. (English) Zbl 1471.68001 Data Science Book Series. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (ISBN 978-1-61197-636-6/pbk). x, 189 p. (2021). Reviewer: Apostolos Batsidis (Ioannina) MSC: 68-01 15-01 15A23 62H25 62H30 68T05 68T09 PDFBibTeX XMLCite \textit{D. Calvetti} and \textit{E. Somersalo}, Mathematics of data science. A computational approach to clustering and classification. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (2021; Zbl 1471.68001)
Chen, Guangfu; Xu, Chen; Wang, Jingyi; Feng, Jianwen; Feng, Jiqiang Robust non-negative matrix factorization for link prediction in complex networks using manifold regularization and sparse learning. (English) Zbl 07572420 Physica A 539, Article ID 122882, 18 p. (2020). MSC: 90C10 15A23 68T05 PDFBibTeX XMLCite \textit{G. Chen} et al., Physica A 539, Article ID 122882, 18 p. (2020; Zbl 07572420) Full Text: DOI
Xu, Huiling; Zhang, Xiangdong; Xia, Wei; Gao, Quanxue; Gao, Xinbo Low-rank tensor constrained co-regularized multi-view spectral clustering. (English) Zbl 1475.68304 Neural Netw. 132, 245-252 (2020). MSC: 68T05 15A69 62H30 PDFBibTeX XMLCite \textit{H. Xu} et al., Neural Netw. 132, 245--252 (2020; Zbl 1475.68304) Full Text: DOI
He, Zhicheng; Liu, Jie; Dang, Kai; Zhuang, Fuzhen; Huang, Yalou Leveraging maximum entropy and correlation on latent factors for learning representations. (English) Zbl 1475.68270 Neural Netw. 131, 312-323 (2020). MSC: 68T05 15A23 62H25 94A17 PDFBibTeX XMLCite \textit{Z. He} et al., Neural Netw. 131, 312--323 (2020; Zbl 1475.68270) Full Text: DOI
Lin, Mingbao; Ji, Rongrong; Liu, Hong; Sun, Xiaoshuai; Chen, Shen; Tian, Qi Hadamard matrix guided online hashing. (English) Zbl 1483.68306 Int. J. Comput. Vis. 128, No. 8-9, 2279-2306 (2020). MSC: 68T05 15B34 68P20 68P30 68W27 PDFBibTeX XMLCite \textit{M. Lin} et al., Int. J. Comput. Vis. 128, No. 8--9, 2279--2306 (2020; Zbl 1483.68306) Full Text: DOI arXiv
Cai, Hao; Liu, Bo; Xiao, Yanshan; Lin, LuYue Semi-supervised multi-view clustering based on orthonormality-constrained nonnegative matrix factorization. (English) Zbl 1474.68239 Inf. Sci. 536, 171-184 (2020). MSC: 68T05 15A23 62H30 PDFBibTeX XMLCite \textit{H. Cai} et al., Inf. Sci. 536, 171--184 (2020; Zbl 1474.68239) Full Text: DOI
Wang, Yan; Zhao, Yu-Bo; Li, Chuang; Zhu, Chuan-Qian; Han, Shuai-shuai; Gu, Xiao-Guang Multimode process monitoring method based on multiblock projection nonnegative matrix factorization. (English) Zbl 1478.62378 Adv. Math. Phys. 2020, Article ID 4610493, 12 p. (2020). MSC: 62P30 62H12 15A23 68T05 PDFBibTeX XMLCite \textit{Y. Wang} et al., Adv. Math. Phys. 2020, Article ID 4610493, 12 p. (2020; Zbl 1478.62378) Full Text: DOI
Hayashi, Naoki Variational approximation error in non-negative matrix factorization. (English) Zbl 1468.68156 Neural Netw. 126, 65-75 (2020). MSC: 68T05 15A23 62B10 62F15 PDFBibTeX XMLCite \textit{N. Hayashi}, Neural Netw. 126, 65--75 (2020; Zbl 1468.68156) Full Text: DOI arXiv
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
Pastur, Leonid On random matrices arising in deep neural networks: Gaussian case. (English) Zbl 1467.15032 Pure Appl. Funct. Anal. 5, No. 6, 1395-1424 (2020). MSC: 15B52 15A18 60B20 68T05 68T07 92B20 PDFBibTeX XMLCite \textit{L. Pastur}, Pure Appl. Funct. Anal. 5, No. 6, 1395--1424 (2020; Zbl 1467.15032) Full Text: arXiv Link
Laue, Sören; Mitterreiter, Matthias; Giesen, Joachim A simple and efficient tensor calculus for machine learning. (English) Zbl 1497.68429 Fundam. Inform. 177, No. 2, 157-179 (2020). MSC: 68T05 15A69 68W30 PDFBibTeX XMLCite \textit{S. Laue} et al., Fundam. Inform. 177, No. 2, 157--179 (2020; Zbl 1497.68429) Full Text: DOI arXiv
Zheng, Yu-Bang; Huang, Ting-Zhu; Zhao, Xi-Le; Jiang, Tai-Xiang; Ji, Teng-Yu; Ma, Tian-Hui Tensor \(N\)-tubal rank and its convex relaxation for low-rank tensor recovery. (English) Zbl 1459.68181 Inf. Sci. 532, 170-189 (2020). MSC: 68T05 15A69 62H25 PDFBibTeX XMLCite \textit{Y.-B. Zheng} et al., Inf. Sci. 532, 170--189 (2020; Zbl 1459.68181) Full Text: DOI arXiv
Xie, Hong-Bo; Li, Caoyuan; Mengersen, Kerrie; Wang, Shuliang; Xu, Richard Yi Da Nonparametric Bayesian nonnegative matrix factorization. (English) Zbl 1478.68302 Torra, Vicenç (ed.) et al., Modeling decisions for artificial intelligence. 17th international conference, MDAI 2020, Sant Cugat, Spain, September 2–4, 2020. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12256, 132-141 (2020). MSC: 68T05 15A23 62G05 62H30 PDFBibTeX XMLCite \textit{H.-B. Xie} et al., Lect. Notes Comput. Sci. 12256, 132--141 (2020; Zbl 1478.68302) Full Text: DOI
Chi, Eric C.; Gaines, Brian J.; Sun, Will Wei; Zhou, Hua; Yang, Jian Provable convex co-clustering of tensors. (English) Zbl 07306902 J. Mach. Learn. Res. 21, Paper No. 214, 58 p. (2020). MSC: 62H30 68T05 15A69 62R07 PDFBibTeX XMLCite \textit{E. C. Chi} et al., J. Mach. Learn. Res. 21, Paper No. 214, 58 p. (2020; Zbl 07306902) Full Text: arXiv Link
Wang, Miaoyan; Li, Lexin Learning from binary multiway data: probabilistic tensor decomposition and its statistical optimality. (English) Zbl 1525.68127 J. Mach. Learn. Res. 21, Paper No. 154, 38 p. (2020). MSC: 68T05 15A69 62-08 62H12 62J12 PDFBibTeX XMLCite \textit{M. Wang} and \textit{L. Li}, J. Mach. Learn. Res. 21, Paper No. 154, 38 p. (2020; Zbl 1525.68127) Full Text: arXiv Link
Sherman, Samantha; Kolda, Tamara G. Estimating higher-order moments using symmetric tensor decomposition. (English) Zbl 1467.15022 SIAM J. Matrix Anal. Appl. 41, No. 3, 1369-1387 (2020). MSC: 15A69 65F55 68T05 PDFBibTeX XMLCite \textit{S. Sherman} and \textit{T. G. Kolda}, SIAM J. Matrix Anal. Appl. 41, No. 3, 1369--1387 (2020; Zbl 1467.15022) Full Text: DOI arXiv
Liu, Jingshu; Wang, Li; Liu, Jinglei Nyström extension based on circulant matrix projection. (Chinese. English summary) Zbl 1463.68057 J. Shandong Univ., Nat. Sci. 55, No. 7, 55-66 (2020). MSC: 68T05 15A18 15A23 65F55 PDFBibTeX XMLCite \textit{J. Liu} et al., J. Shandong Univ., Nat. Sci. 55, No. 7, 55--66 (2020; Zbl 1463.68057) Full Text: DOI
Jung, Jinhong; Sael, Lee Fast and accurate pseudoinverse with sparse matrix reordering and incremental approach. (English) Zbl 1523.65037 Mach. Learn. 109, No. 12, 2333-2347 (2020); correction ibid. 110, No. 3, 619-620 (2021). MSC: 65F20 15A09 62J05 65F50 68T05 PDFBibTeX XMLCite \textit{J. Jung} and \textit{L. Sael}, Mach. Learn. 109, No. 12, 2333--2347 (2020; Zbl 1523.65037) Full Text: DOI arXiv
Kabán, Ata Sufficient ensemble size for random matrix theory-based handling of singular covariance matrices. (English) Zbl 1493.62311 Anal. Appl., Singap. 18, No. 5, 929-950 (2020). MSC: 62H12 15B52 60B20 65C05 68T05 PDFBibTeX XMLCite \textit{A. Kabán}, Anal. Appl., Singap. 18, No. 5, 929--950 (2020; Zbl 1493.62311) Full Text: DOI Backlinks: MO
Quan, Cong; Li, Chenliang; Wu, Libing 2-STGNMF: supervised 2-stage iterative nonnegative matrix factorization model for general classification. (Chinese. English summary) Zbl 1463.68061 J. Wuhan Univ., Nat. Sci. Ed. 66, No. 2, 190-196 (2020). MSC: 68T05 15A23 62H30 PDFBibTeX XMLCite \textit{C. Quan} et al., J. Wuhan Univ., Nat. Sci. Ed. 66, No. 2, 190--196 (2020; Zbl 1463.68061) Full Text: DOI
Jian, Zhen; Xiao, Lin; Li, Kenli; Zuo, Qiuyue; Zhang, Yongsheng Adaptive coefficient designs for nonlinear activation function and its application to zeroing neural network for solving time-varying Sylvester equation. (English) Zbl 1451.68226 J. Franklin Inst. 357, No. 14, 9909-9929 (2020). MSC: 68T05 15A24 65F45 93C40 PDFBibTeX XMLCite \textit{Z. Jian} et al., J. Franklin Inst. 357, No. 14, 9909--9929 (2020; Zbl 1451.68226) Full Text: DOI
Kossaifi, Jean; Lipton, Zachary C.; Kolbeinsson, Arinbjorn; Khanna, Aran; Furlanello, Tommaso; Anandkumar, Anima Tensor regression networks. (English) Zbl 1517.68335 J. Mach. Learn. Res. 21, Paper No. 123, 21 p. (2020). MSC: 68T05 15A69 62P10 68T07 PDFBibTeX XMLCite \textit{J. Kossaifi} et al., J. Mach. Learn. Res. 21, Paper No. 123, 21 p. (2020; Zbl 1517.68335) Full Text: arXiv Link
Babkin, Andrey Incorporating side information into robust matrix factorization with Bayesian quantile regression. (English) Zbl 1450.62032 Stat. Probab. Lett. 165, Article ID 108847, 6 p. (2020). MSC: 62G08 62G35 62H30 15A23 68T05 PDFBibTeX XMLCite \textit{A. Babkin}, Stat. Probab. Lett. 165, Article ID 108847, 6 p. (2020; Zbl 1450.62032) Full Text: DOI Link
Liu, Youming; Qi, Xinyu Optimality of singular vector perturbation under maximum norm. (English) Zbl 1446.15010 Math. Methods Appl. Sci. 43, No. 8, 5010-5018 (2020). MSC: 15A60 15A29 15A18 65F15 68T05 PDFBibTeX XMLCite \textit{Y. Liu} and \textit{X. Qi}, Math. Methods Appl. Sci. 43, No. 8, 5010--5018 (2020; Zbl 1446.15010) Full Text: DOI
Yuan, Longhao; Li, Chao; Cao, Jianting; Zhao, Qibin Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion. (English) Zbl 1494.68235 Mach. Learn. 109, No. 3, 603-622 (2020). MSC: 68T05 15A23 15A69 65F99 PDFBibTeX XMLCite \textit{L. Yuan} et al., Mach. Learn. 109, No. 3, 603--622 (2020; Zbl 1494.68235) Full Text: DOI
Ge, Shaodi; Luo, Liuhong; Li, Hongjun Orthogonal incremental non-negative matrix factorization algorithm and its application in image classification. (English) Zbl 1449.68062 Comput. Appl. Math. 39, No. 2, Paper No. 54, 16 p. (2020). MSC: 68T05 15A23 62H30 62H35 68W25 PDFBibTeX XMLCite \textit{S. Ge} et al., Comput. Appl. Math. 39, No. 2, Paper No. 54, 16 p. (2020; Zbl 1449.68062) Full Text: DOI
Bing, Xin; Bunea, Florentina; Wegkamp, Marten A fast algorithm with minimax optimal guarantees for topic models with an unknown number of topics. (English) Zbl 1434.68396 Bernoulli 26, No. 3, 1765-1796 (2020). MSC: 68T05 15A23 62H30 68T50 PDFBibTeX XMLCite \textit{X. Bing} et al., Bernoulli 26, No. 3, 1765--1796 (2020; Zbl 1434.68396) Full Text: DOI arXiv Euclid
Aggarwal, Charu C. Linear algebra and optimization for machine learning. A textbook. (English) Zbl 1451.68002 Cham: Springer (ISBN 978-3-030-40343-0/hbk; 978-3-030-40344-7/ebook). xxi, 495 p. (2020). Reviewer: Andreas Wichert (Lisboa) MSC: 68-01 15-01 62-01 90-01 68T05 68T07 90C90 PDFBibTeX XMLCite \textit{C. C. Aggarwal}, Linear algebra and optimization for machine learning. A textbook. Cham: Springer (2020; Zbl 1451.68002) Full Text: DOI
Schnass, Karin; Teixeira, Flavio Compressed dictionary learning. (English) Zbl 1433.68378 J. Fourier Anal. Appl. 26, No. 2, Paper No. 33, 37 p. (2020). MSC: 68T05 15A23 60B20 65T50 65Y20 68Q25 94A12 PDFBibTeX XMLCite \textit{K. Schnass} and \textit{F. Teixeira}, J. Fourier Anal. Appl. 26, No. 2, Paper No. 33, 37 p. (2020; Zbl 1433.68378) Full Text: DOI arXiv
Zhang, Xian-Da A matrix algebra approach to artificial intelligence. (English) Zbl 1455.68010 Singapore: Springer (ISBN 978-981-15-2769-2/hbk; 978-981-15-2770-8/ebook). xxxiv, 820 p. (2020). Reviewer: Carlos Pedro Gonçalves (Lisboa) MSC: 68-02 15Axx 68T01 68T05 68T07 68T20 68T42 68W50 90C25 90C59 PDFBibTeX XMLCite \textit{X.-D. Zhang}, A matrix algebra approach to artificial intelligence. Singapore: Springer (2020; Zbl 1455.68010) Full Text: DOI
Jiang, Tai-Xiang; Huang, Ting-Zhu; Zhao, Xi-Le; Deng, Liang-Jian Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm. (English) Zbl 1432.68530 J. Comput. Appl. Math. 372, Article ID 112680, 15 p. (2020). MSC: 68U10 15A69 62H25 68T05 PDFBibTeX XMLCite \textit{T.-X. Jiang} et al., J. Comput. Appl. Math. 372, Article ID 112680, 15 p. (2020; Zbl 1432.68530) Full Text: DOI arXiv
Schulz, Volker H. Book review of: G. Strang, Linear algebra and learning from data. (English) Zbl 1431.00019 SIAM Rev. 62, No. 1, 297 (2020). MSC: 00A17 15-01 00A05 60J20 68T05 PDFBibTeX XMLCite \textit{V. H. Schulz}, SIAM Rev. 62, No. 1, 297 (2020; Zbl 1431.00019) Full Text: DOI
Hong, David; Kolda, Tamara G.; Duersch, Jed A. Generalized canonical polyadic tensor decomposition. (English) Zbl 1432.68385 SIAM Rev. 62, No. 1, 133-163 (2020). MSC: 68T05 15A69 62D10 PDFBibTeX XMLCite \textit{D. Hong} et al., SIAM Rev. 62, No. 1, 133--163 (2020; Zbl 1432.68385) Full Text: DOI arXiv
Yu, Wei; Jiao, Pengfei; Wang, Wenjun; Yu, Yang; Chen, Xue; Pan, Lin A novel evolutionary clustering via the first-order varying information for dynamic networks. (English) Zbl 1514.68267 Physica A 520, 507-520 (2019). MSC: 68T05 15A83 62H30 91D30 PDFBibTeX XMLCite \textit{W. Yu} et al., Physica A 520, 507--520 (2019; Zbl 1514.68267) Full Text: DOI
Cohen, Jeremy E.; Gillis, Nicolas Identifiability of complete dictionary learning. (English) Zbl 1513.68045 SIAM J. Math. Data Sci. 1, No. 3, 518-536 (2019). MSC: 68T05 15A23 62H25 PDFBibTeX XMLCite \textit{J. E. Cohen} and \textit{N. Gillis}, SIAM J. Math. Data Sci. 1, No. 3, 518--536 (2019; Zbl 1513.68045) Full Text: DOI arXiv
Vesselinov, V. V.; Mudunuru, M. K.; Karra, S.; O’Malley, D.; Alexandrov, B. S. Unsupervised machine learning based on non-negative tensor factorization for analyzing reactive-mixing. (English) Zbl 1452.68160 J. Comput. Phys. 395, 85-104 (2019). MSC: 68T05 15A69 92E20 PDFBibTeX XMLCite \textit{V. V. Vesselinov} et al., J. Comput. Phys. 395, 85--104 (2019; Zbl 1452.68160) Full Text: DOI arXiv
Nadisic, Nicolas; Coussat, Aurélien; Cerf, Loïc Mining skypatterns in fuzzy tensors. (English) Zbl 1458.68176 Data Min. Knowl. Discov. 33, No. 5, 1298-1322 (2019). MSC: 68T05 15A69 15B15 68T10 PDFBibTeX XMLCite \textit{N. Nadisic} et al., Data Min. Knowl. Discov. 33, No. 5, 1298--1322 (2019; Zbl 1458.68176) Full Text: DOI
Karaev, Sanjar; Miettinen, Pauli Algorithms for approximate subtropical matrix factorization. (English) Zbl 1458.68169 Data Min. Knowl. Discov. 33, No. 2, 526-576 (2019). MSC: 68T05 15A23 15A80 68T10 68W25 PDFBibTeX XMLCite \textit{S. Karaev} and \textit{P. Miettinen}, Data Min. Knowl. Discov. 33, No. 2, 526--576 (2019; Zbl 1458.68169) Full Text: DOI arXiv
Peng, Xinjun; Chen, De; Xu, Dong Hyperplane-based nonnegative matrix factorization with label information. (English) Zbl 1451.68232 Inf. Sci. 493, 1-19 (2019). MSC: 68T05 15A23 PDFBibTeX XMLCite \textit{X. Peng} et al., Inf. Sci. 493, 1--19 (2019; Zbl 1451.68232) Full Text: DOI
Hochstenbach, Michiel Book review of: G. Strang, Linear algebra and learning from data. (Dutch) Zbl 1444.00013 Nieuw Arch. Wiskd. (5) 20, No. 4, 299 (2019). MSC: 00A17 15-01 00A05 60J20 68T05 PDFBibTeX XMLCite \textit{M. Hochstenbach}, Nieuw Arch. Wiskd. (5) 20, No. 4, 299 (2019; Zbl 1444.00013)
Eigel, Martin; Schneider, Reinhold; Trunschke, Philipp; Wolf, Sebastian Variational Monte Carlo – bridging concepts of machine learning and high-dimensional partial differential equations. (English) Zbl 1435.68258 Adv. Comput. Math. 45, No. 5-6, 2503-2532 (2019). MSC: 68T05 15A69 35R60 62J02 65C05 65D15 65N22 65N30 PDFBibTeX XMLCite \textit{M. Eigel} et al., Adv. Comput. Math. 45, No. 5--6, 2503--2532 (2019; Zbl 1435.68258) Full Text: DOI arXiv
Brooks, Daniel; Schwander, Olivier; Barbaresco, Frédéric; Schneider, Jean-Yves; Cord, Matthieu Second-order networks in Pytorch. (English) Zbl 1458.15057 Nielsen, Frank (ed.) et al., Geometric science of information. 4th international conference, GSI 2019, Toulouse, France, August 27–29, 2019. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11712, 751-758 (2019). MSC: 15B48 68T05 PDFBibTeX XMLCite \textit{D. Brooks} et al., Lect. Notes Comput. Sci. 11712, 751--758 (2019; Zbl 1458.15057) Full Text: DOI HAL
Ge, Shaodi; Li, Hongjun; Luo, Liuhong Constrained dual graph regularized orthogonal nonnegative matrix tri-factorization for co-clustering. (English) Zbl 1435.68259 Math. Probl. Eng. 2019, Article ID 7565640, 17 p. (2019). MSC: 68T05 15A23 62H30 68R10 PDFBibTeX XMLCite \textit{S. Ge} et al., Math. Probl. Eng. 2019, Article ID 7565640, 17 p. (2019; Zbl 1435.68259) Full Text: DOI
Chen, Feiqiong; Li, Guopeng; Wang, Shuaihui; Pan, Zhisong Multiview clustering via robust neighboring constraint nonnegative matrix factorization. (English) Zbl 1435.68256 Math. Probl. Eng. 2019, Article ID 6084382, 10 p. (2019). MSC: 68T05 15A23 68T10 PDFBibTeX XMLCite \textit{F. Chen} et al., Math. Probl. Eng. 2019, Article ID 6084382, 10 p. (2019; Zbl 1435.68256) Full Text: DOI
Shah, Nihar B.; Balakrishnan, Sivaraman; Wainwright, Martin J. Low permutation-rank matrices: structural properties and noisy completion. (English) Zbl 1434.68451 J. Mach. Learn. Res. 20, Paper No. 101, 43 p. (2019). MSC: 68T05 15A83 62C20 62H12 PDFBibTeX XMLCite \textit{N. B. Shah} et al., J. Mach. Learn. Res. 20, Paper No. 101, 43 p. (2019; Zbl 1434.68451) Full Text: arXiv Link
Janzamin, Majid; Ge, Rong; Kossaifi, Jean; Anandkumar, Anima Spectral learning on matrices and tensors. (English) Zbl 1436.68004 Found. Trends Mach. Learn. 12, No. 5-6, 1-148 (2019). Reviewer: Martin Holena (Praha) MSC: 68-02 15A18 15A23 15A69 62H25 65F99 68T05 68T07 PDFBibTeX XMLCite \textit{M. Janzamin} et al., Found. Trends Mach. Learn. 12, No. 5--6, 1--148 (2019; Zbl 1436.68004) Full Text: DOI arXiv Link
Moitra, Ankur; Wein, Alexander S. Spectral methods from tensor networks. (English) Zbl 1433.68370 Charikar, Moses (ed.) et al., Proceedings of the 51st annual ACM SIGACT symposium on theory of computing, STOC ’19, Phoenix, AZ, USA, June 23–26, 2019. New York, NY: Association for Computing Machinery (ACM). 926-937 (2019). MSC: 68T05 15A72 62H25 68W40 PDFBibTeX XMLCite \textit{A. Moitra} and \textit{A. S. Wein}, in: Proceedings of the 51st annual ACM SIGACT symposium on theory of computing, STOC '19, Phoenix, AZ, USA, June 23--26, 2019. New York, NY: Association for Computing Machinery (ACM). 926--937 (2019; Zbl 1433.68370) Full Text: DOI arXiv
Lei, Yunwen; Zhou, Ding-Xuan Analysis of singular value thresholding algorithm for matrix completion. (English) Zbl 1493.68305 J. Fourier Anal. Appl. 25, No. 6, 2957-2972 (2019). MSC: 68T05 15A83 90C25 PDFBibTeX XMLCite \textit{Y. Lei} and \textit{D.-X. Zhou}, J. Fourier Anal. Appl. 25, No. 6, 2957--2972 (2019; Zbl 1493.68305) Full Text: DOI
Qin, Xiangju; Blomstedt, Paul; Leppäaho, Eemeli; Parviainen, Pekka; Kaski, Samuel Distributed Bayesian matrix factorization with limited communication. (English) Zbl 1493.68315 Mach. Learn. 108, No. 10, 1805-1830 (2019). MSC: 68T05 15A23 62F15 62H25 PDFBibTeX XMLCite \textit{X. Qin} et al., Mach. Learn. 108, No. 10, 1805--1830 (2019; Zbl 1493.68315) Full Text: DOI arXiv
Chen, Han; Raskutti, Garvesh; Yuan, Ming Non-convex projected gradient descent for generalized low-rank tensor regression. (English) Zbl 1483.62091 J. Mach. Learn. Res. 20, Paper No. 5, 37 p. (2019). MSC: 62H12 15A69 62J05 62J12 68T05 PDFBibTeX XMLCite \textit{H. Chen} et al., J. Mach. Learn. Res. 20, Paper No. 5, 37 p. (2019; Zbl 1483.62091) Full Text: arXiv Link
Chen, Wen-Sheng; Wang, Qian; Pan, Binbin; Chen, Bo Nonnegative matrix factorization with manifold structure for face recognition. (English) Zbl 1411.68133 Int. J. Wavelets Multiresolut. Inf. Process. 17, No. 2, Article ID 1940006, 21 p. (2019). MSC: 68T10 15A23 68T05 PDFBibTeX XMLCite \textit{W.-S. Chen} et al., Int. J. Wavelets Multiresolut. Inf. Process. 17, No. 2, Article ID 1940006, 21 p. (2019; Zbl 1411.68133) Full Text: DOI
Cheng, Daizhan From dimension-free matrix theory to cross-dimensional dynamic systems. (English) Zbl 1419.15002 Mathematics in Science and Engineering. Amsterdam: Elsevier/Academic Press (ISBN 978-0-12-817801-0/pbk; 978-0-12-817802-7/ebook). xix, 343 p. (2019). MSC: 15-02 15A69 68T05 PDFBibTeX XMLCite \textit{D. Cheng}, From dimension-free matrix theory to cross-dimensional dynamic systems. Amsterdam: Elsevier/Academic Press (2019; Zbl 1419.15002) Full Text: DOI
Ghadermarzy, Navid; Plan, Yaniv; Yilmaz, Ozgur Learning tensors from partial binary measurements. (English) Zbl 1414.15029 IEEE Trans. Signal Process. 67, No. 1, 29-40 (2019). MSC: 15A69 15A60 15A83 68T05 PDFBibTeX XMLCite \textit{N. Ghadermarzy} et al., IEEE Trans. Signal Process. 67, No. 1, 29--40 (2019; Zbl 1414.15029) Full Text: DOI arXiv
Strang, Gilbert Linear algebra and learning from data. (English) Zbl 1422.15001 Wellesley, MA: Wellesley-Cambridge Press (ISBN 978-0-692-19638-0/hbk). xiii, 432 p. (2019). Reviewer: Mihail Voicu (Iaşi) MSC: 15-01 00A05 60J20 68T05 PDFBibTeX XMLCite \textit{G. Strang}, Linear algebra and learning from data. Wellesley, MA: Wellesley-Cambridge Press (2019; Zbl 1422.15001)
Zhang, Zhong-Yuan; Gai, Yujie; Wang, Yu-Fei; Cheng, Hui-Min; Liu, Xin On equivalence of likelihood maximization of stochastic block model and constrained nonnegative matrix factorization. (English) Zbl 1514.68268 Physica A 503, 687-697 (2018). MSC: 68T05 05C82 15A83 91D30 PDFBibTeX XMLCite \textit{Z.-Y. Zhang} et al., Physica A 503, 687--697 (2018; Zbl 1514.68268) Full Text: DOI arXiv
Chen, Zigang; Li, Lixiang; Peng, Haipeng; Liu, Yuhong; Yang, Yixian Attributed community mining using joint general non-negative matrix factorization with graph Laplacian. (English) Zbl 1514.68245 Physica A 495, 324-335 (2018). MSC: 68T05 05C50 15A83 62H30 91D30 PDFBibTeX XMLCite \textit{Z. Chen} et al., Physica A 495, 324--335 (2018; Zbl 1514.68245) Full Text: DOI