Billio, Monica; Casarin, Roberto; Iacopini, Matteo Bayesian Markov-switching tensor regression for time-varying networks. (English) Zbl 07820369 J. Am. Stat. Assoc. 119, No. 545, 109-121 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Billio} et al., J. Am. Stat. Assoc. 119, No. 545, 109--121 (2024; Zbl 07820369) Full Text: DOI arXiv OA License
Chen, Weilin; Lam, Clifford Rank and factor loadings estimation in time series tensor factor model by pre-averaging. (English) Zbl 07815262 Ann. Stat. 52, No. 1, 364-391 (2024). MSC: 62H25 62H12 PDFBibTeX XMLCite \textit{W. Chen} and \textit{C. Lam}, Ann. Stat. 52, No. 1, 364--391 (2024; Zbl 07815262) Full Text: DOI arXiv Link
Wang, Di; Zheng, Yao; Li, Guodong High-dimensional low-rank tensor autoregressive time series modeling. (English) Zbl 07803925 J. Econom. 238, No. 1, Article ID 105544, 19 p. (2024). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{D. Wang} et al., J. Econom. 238, No. 1, Article ID 105544, 19 p. (2024; Zbl 07803925) Full Text: DOI arXiv
Wang, Ning; Wang, Wenjing; Zhang, Xin Parsimonious tensor discriminant analysis. (English) Zbl 07796625 Stat. Sin. 34, No. 1, 157-180 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{N. Wang} et al., Stat. Sin. 34, No. 1, 157--180 (2024; Zbl 07796625) Full Text: DOI
Lu, Wenqi; Zhu, Zhongyi; Li, Rui; Lian, Heng Statistical performance of quantile tensor regression with convex regularization. (English) Zbl 07787456 J. Multivariate Anal. 200, Article ID 105249, 12 p. (2024). MSC: 62Hxx 62H12 62F12 PDFBibTeX XMLCite \textit{W. Lu} et al., J. Multivariate Anal. 200, Article ID 105249, 12 p. (2024; Zbl 07787456) Full Text: DOI
Guo, Xiao; Zhang, Hai; Chang, Xiangyu On the efficacy of higher-order spectral clustering under weighted stochastic block models. (English) Zbl 07771456 Comput. Stat. Data Anal. 190, Article ID 107872, 15 p. (2024). MSC: 62-08 PDFBibTeX XMLCite \textit{X. Guo} et al., Comput. Stat. Data Anal. 190, Article ID 107872, 15 p. (2024; Zbl 07771456) Full Text: DOI arXiv
Xu, Shirong; Zhen, Yaoming; Wang, Junhui Covariate-assisted community detection in multi-layer networks. (English) Zbl 07813784 J. Bus. Econ. Stat. 41, No. 3, 915-926 (2023). MSC: 62P20 PDFBibTeX XMLCite \textit{S. Xu} et al., J. Bus. Econ. Stat. 41, No. 3, 915--926 (2023; Zbl 07813784) Full Text: DOI
Billio, Monica; Casarin, Roberto; Iacopini, Matteo; Kaufmann, Sylvia Bayesian dynamic tensor regression. (English) Zbl 07813293 J. Bus. Econ. Stat. 41, No. 2, 429-439 (2023). MSC: 62P20 PDFBibTeX XMLCite \textit{M. Billio} et al., J. Bus. Econ. Stat. 41, No. 2, 429--439 (2023; Zbl 07813293) Full Text: DOI arXiv OA License
Jimenez, Auburn; Balamuta, James Joseph; Culpepper, Steven Andrew A sequential exploratory diagnostic model using a Pólya-gamma data augmentation strategy. (English) Zbl 07797083 Br. J. Math. Stat. Psychol. 76, No. 3, 513-538 (2023). MSC: 62P15 62F15 PDFBibTeX XMLCite \textit{A. Jimenez} et al., Br. J. Math. Stat. Psychol. 76, No. 3, 513--538 (2023; Zbl 07797083) Full Text: DOI
Lyu, Zhongyuan; Xia, Dong; Zhang, Yuan Latent space model for higher-order networks and generalized tensor decomposition. (English) Zbl 07792618 J. Comput. Graph. Stat. 32, No. 4, 1320-1336 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Lyu} et al., J. Comput. Graph. Stat. 32, No. 4, 1320--1336 (2023; Zbl 07792618) Full Text: DOI arXiv
Budzinskiy, S.; Zamarashkin, N. Variational Bayesian inference for CP tensor completion with subspace information. (English) Zbl 07792120 Lobachevskii J. Math. 44, No. 8, 3016-3027 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Budzinskiy} and \textit{N. Zamarashkin}, Lobachevskii J. Math. 44, No. 8, 3016--3027 (2023; Zbl 07792120) Full Text: DOI
Zhang, Yifan; Kileel, Joe Moment estimation for nonparametric mixture models through implicit tensor decomposition. (English) Zbl 07786789 SIAM J. Math. Data Sci. 5, No. 4, 1130-1159 (2023). MSC: 65K10 15A69 62H30 62G05 PDFBibTeX XMLCite \textit{Y. Zhang} and \textit{J. Kileel}, SIAM J. Math. Data Sci. 5, No. 4, 1130--1159 (2023; Zbl 07786789) Full Text: DOI arXiv
Ibriga, Hilda S.; Sun, Will Wei Covariate-assisted sparse tensor completion. (English) Zbl 07784932 J. Am. Stat. Assoc. 118, No. 544, 2605-2619 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{H. S. Ibriga} and \textit{W. W. Sun}, J. Am. Stat. Assoc. 118, No. 544, 2605--2619 (2023; Zbl 07784932) Full Text: DOI arXiv
Cai, Jian-Feng; Li, Jingyang; Xia, Dong Generalized low-rank plus sparse tensor estimation by fast Riemannian optimization. (English) Zbl 07784931 J. Am. Stat. Assoc. 118, No. 544, 2588-2604 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{J.-F. Cai} et al., J. Am. Stat. Assoc. 118, No. 544, 2588--2604 (2023; Zbl 07784931) Full Text: DOI arXiv
Zhao, Yujie; Huo, Xiaoming; Mei, Yajun Hot-spots detection in count data by Poisson assisted smooth sparse tensor decomposition. (English) Zbl 07761995 J. Appl. Stat. 50, No. 14, 2999-3029 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Zhao} et al., J. Appl. Stat. 50, No. 14, 2999--3029 (2023; Zbl 07761995) Full Text: DOI arXiv
Tomarchio, Salvatore D.; Punzo, Antonio; Bagnato, Luca Parsimonious mixtures for the analysis of tensor-variate data. (English) Zbl 1523.62040 Stat. Comput. 33, No. 6, Paper No. 123, 27 p. (2023). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{S. D. Tomarchio} et al., Stat. Comput. 33, No. 6, Paper No. 123, 27 p. (2023; Zbl 1523.62040) Full Text: DOI OA License
Gerard, David Double reduction estimation and equilibrium tests in natural autopolyploid populations. (English) Zbl 1522.62133 Biometrics 79, No. 3, 2143-2156 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{D. Gerard}, Biometrics 79, No. 3, 2143--2156 (2023; Zbl 1522.62133) Full Text: DOI OA License
Wei, Bo; Peng, Limin; Guo, Ying; Manatunga, Amita; Stevens, Jennifer Tensor response quantile regression with neuroimaging data. (English) Zbl 1522.62258 Biometrics 79, No. 3, 1947-1958 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{B. Wei} et al., Biometrics 79, No. 3, 1947--1958 (2023; Zbl 1522.62258) Full Text: DOI
Li, Lexin; Zeng, Jing; Zhang, Xin Generalized liquid association analysis for multimodal data integration. (English) Zbl 07751823 J. Am. Stat. Assoc. 118, No. 543, 1984-1996 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{L. Li} et al., J. Am. Stat. Assoc. 118, No. 543, 1984--1996 (2023; Zbl 07751823) Full Text: DOI arXiv
Zhen, Yaoming; Wang, Junhui Community detection in general hypergraph via graph embedding. (English) Zbl 07751795 J. Am. Stat. Assoc. 118, No. 543, 1620-1629 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Zhen} and \textit{J. Wang}, J. Am. Stat. Assoc. 118, No. 543, 1620--1629 (2023; Zbl 07751795) Full Text: DOI arXiv
Du, Xiuli; Jiang, Xiaohu; Lin, Jinguan Multinomial logistic factor regression for multi-source functional block-wise missing data. (English) Zbl 1522.62303 Psychometrika 88, No. 3, 975-1001 (2023). MSC: 62P15 62J12 62H25 PDFBibTeX XMLCite \textit{X. Du} et al., Psychometrika 88, No. 3, 975--1001 (2023; Zbl 1522.62303) Full Text: DOI
Ghannam, Mai; Nkurunziza, Sévérien Tensor Stein-rules in a generalized tensor regression model. (English) Zbl 07740026 J. Multivariate Anal. 198, Article ID 105206, 20 p. (2023). MSC: 62Hxx 62F30 62M10 PDFBibTeX XMLCite \textit{M. Ghannam} and \textit{S. Nkurunziza}, J. Multivariate Anal. 198, Article ID 105206, 20 p. (2023; Zbl 07740026) Full Text: DOI
Zeng, Zhenghao; Gu, Yuqi; Xu, Gongjun A tensor-EM method for large-scale latent class analysis with binary responses. (English) Zbl 1517.62098 Psychometrika 88, No. 2, 580-612 (2023). MSC: 62P15 62H12 15A69 62H30 PDFBibTeX XMLCite \textit{Z. Zeng} et al., Psychometrika 88, No. 2, 580--612 (2023; Zbl 1517.62098) Full Text: DOI arXiv
Zhang, Xuanming; Huang, Fei; Hui, Francis K. C.; Haberman, Steven Cause-of-death mortality forecasting using adaptive penalized tensor decompositions. (English) Zbl 1520.91361 Insur. Math. Econ. 111, 193-213 (2023). MSC: 91G05 62P05 PDFBibTeX XMLCite \textit{X. Zhang} et al., Insur. Math. Econ. 111, 193--213 (2023; Zbl 1520.91361) Full Text: DOI
Shashaani, Sara; Vahdat, Kimia Improved feature selection with simulation optimization. (English) Zbl 07712198 Optim. Eng. 24, No. 2, 1183-1223 (2023). MSC: 62Hxx 62Axx 68-XX PDFBibTeX XMLCite \textit{S. Shashaani} and \textit{K. Vahdat}, Optim. Eng. 24, No. 2, 1183--1223 (2023; Zbl 07712198) Full Text: DOI
Kim, Jonathan; Sandri, Brian J.; Rao, Raghavendra B.; Lock, Eric F. Bayesian predictive modeling of multi-source multi-way data. (English) Zbl 07711803 Comput. Stat. Data Anal. 186, Article ID 107783, 14 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{J. Kim} et al., Comput. Stat. Data Anal. 186, Article ID 107783, 14 p. (2023; Zbl 07711803) Full Text: DOI arXiv
Chen, Elynn Y.; Fan, Jianqing Statistical inference for high-dimensional matrix-variate factor models. (English) Zbl 07707221 J. Am. Stat. Assoc. 118, No. 542, 1038-1055 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{E. Y. Chen} and \textit{J. Fan}, J. Am. Stat. Assoc. 118, No. 542, 1038--1055 (2023; Zbl 07707221) Full Text: DOI arXiv
Tang, Xiwei; Li, Lexin Multivariate temporal point process regression. (English) Zbl 07707205 J. Am. Stat. Assoc. 118, No. 542, 830-845 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Tang} and \textit{L. Li}, J. Am. Stat. Assoc. 118, No. 542, 830--845 (2023; Zbl 07707205) Full Text: DOI arXiv
Deng, Yujia; Tang, Xiwei; Qu, Annie Correlation tensor decomposition and its application in spatial imaging data. (English) Zbl 1514.68309 J. Am. Stat. Assoc. 118, No. 541, 440-456 (2023). MSC: 68U10 62H25 62M30 62P10 92C55 PDFBibTeX XMLCite \textit{Y. Deng} et al., J. Am. Stat. Assoc. 118, No. 541, 440--456 (2023; Zbl 1514.68309) Full Text: DOI
Zhou, Jie; Sun, Will Wei; Zhang, Jingfei; Li, Lexin Partially observed dynamic tensor response regression. (English) Zbl 1514.62288 J. Am. Stat. Assoc. 118, No. 541, 424-439 (2023). MSC: 62P10 92C55 92C20 PDFBibTeX XMLCite \textit{J. Zhou} et al., J. Am. Stat. Assoc. 118, No. 541, 424--439 (2023; Zbl 1514.62288) Full Text: DOI arXiv
Liegeois, Kim; Perego, Mauro; Hartland, Tucker PyAlbany: a Python interface to the C++ multiphysics solver Albany. (English) Zbl 07700239 J. Comput. Appl. Math. 425, Article ID 115037, 16 p. (2023). MSC: 65-04 65Y05 65Y15 65C05 65Fxx 62F15 PDFBibTeX XMLCite \textit{K. Liegeois} et al., J. Comput. Appl. Math. 425, Article ID 115037, 16 p. (2023; Zbl 07700239) Full Text: DOI
Cui, Tiangang; Dolgov, Sergey; Zahm, Olivier Scalable conditional deep inverse Rosenblatt transports using tensor trains and gradient-based dimension reduction. (English) Zbl 07690210 J. Comput. Phys. 485, Article ID 112103, 31 p. (2023). MSC: 65Cxx 62Fxx 65Nxx PDFBibTeX XMLCite \textit{T. Cui} et al., J. Comput. Phys. 485, Article ID 112103, 31 p. (2023; Zbl 07690210) Full Text: DOI arXiv
Doss, Natalie; Wu, Yihong; Yang, Pengkun; Zhou, Harrison H. Optimal estimation of high-dimensional Gaussian location mixtures. (English) Zbl 07684005 Ann. Stat. 51, No. 1, 62-95 (2023). MSC: 62G05 62C20 62G07 PDFBibTeX XMLCite \textit{N. Doss} et al., Ann. Stat. 51, No. 1, 62--95 (2023; Zbl 07684005) Full Text: DOI arXiv
Ke, Baofang; Zhao, Weihua; Wang, Lei Smoothed tensor quantile regression estimation for longitudinal data. (English) Zbl 07626673 Comput. Stat. Data Anal. 178, Article ID 107609, 23 p. (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{B. Ke} et al., Comput. Stat. Data Anal. 178, Article ID 107609, 23 p. (2023; Zbl 07626673) Full Text: DOI
Peng, Chong; Zhang, Zhilu; Chen, Chenglizhao; Kang, Zhao; Cheng, Qiang Two-dimensional semi-nonnegative matrix factorization for clustering. (English) Zbl 07810456 Inf. Sci. 590, 106-141 (2022). MSC: 62H30 15A23 PDFBibTeX XMLCite \textit{C. Peng} et al., Inf. Sci. 590, 106--141 (2022; Zbl 07810456) Full Text: DOI arXiv
Gu, Mengyang; Li, Hanmo Gaussian orthogonal latent factor processes for large incomplete matrices of correlated data. (English) Zbl 07810150 Bayesian Anal. 17, No. 4, 1219-1244 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Gu} and \textit{H. Li}, Bayesian Anal. 17, No. 4, 1219--1244 (2022; Zbl 07810150) Full Text: DOI arXiv Link
Deng, Kai; Zhang, Xin Tensor envelope mixture model for simultaneous clustering and multiway dimension reduction. (English) Zbl 1520.62177 Biometrics 78, No. 3, 1067-1079 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{K. Deng} and \textit{X. Zhang}, Biometrics 78, No. 3, 1067--1079 (2022; Zbl 1520.62177) Full Text: DOI
Mai, Qing; Zhang, Xin; Pan, Yuqing; Deng, Kai A doubly enhanced EM algorithm for model-based tensor clustering. (English) Zbl 1515.62065 J. Am. Stat. Assoc. 117, No. 540, 2120-2134 (2022). MSC: 62H30 62C20 62-08 PDFBibTeX XMLCite \textit{Q. Mai} et al., J. Am. Stat. Assoc. 117, No. 540, 2120--2134 (2022; Zbl 1515.62065) Full Text: DOI arXiv
Schoonees, Pieter C.; Groenen, Patrick J. F.; van de Velden, Michel Least-squares bilinear clustering of three-way data. (English) Zbl 07703095 Adv. Data Anal. Classif., ADAC 16, No. 4, 1001-1037 (2022). MSC: 62H30 15A18 PDFBibTeX XMLCite \textit{P. C. Schoonees} et al., Adv. Data Anal. Classif., ADAC 16, No. 4, 1001--1037 (2022; Zbl 07703095) Full Text: DOI
Wang, Di; Zheng, Yao; Lian, Heng; Li, Guodong High-dimensional vector autoregressive time series modeling via tensor decomposition. (English) Zbl 1506.62373 J. Am. Stat. Assoc. 117, No. 539, 1338-1356 (2022). MSC: 62M10 68T09 62H99 PDFBibTeX XMLCite \textit{D. Wang} et al., J. Am. Stat. Assoc. 117, No. 539, 1338--1356 (2022; Zbl 1506.62373) Full Text: DOI arXiv
Chen, Rong; Yang, Dan; Zhang, Cun-Hui Factor models for high-dimensional tensor time series. (English) Zbl 1506.62362 J. Am. Stat. Assoc. 117, No. 537, 94-116 (2022). MSC: 62M10 62H25 15A69 62H20 PDFBibTeX XMLCite \textit{R. Chen} et al., J. Am. Stat. Assoc. 117, No. 537, 94--116 (2022; Zbl 1506.62362) Full Text: DOI arXiv
Guo, Mengwu; McQuarrie, Shane A.; Willcox, Karen E. Bayesian operator inference for data-driven reduced-order modeling. (English) Zbl 1507.65105 Comput. Methods Appl. Mech. Eng. 402, Article ID 115336, 21 p. (2022). MSC: 65K10 62F15 65M06 PDFBibTeX XMLCite \textit{M. Guo} et al., Comput. Methods Appl. Mech. Eng. 402, Article ID 115336, 21 p. (2022; Zbl 1507.65105) Full Text: DOI arXiv
Wang, Yu; Sun, Zeyu; Song, Dogyoon; Hero, Alfred Kronecker-structured covariance models for multiway data. (English) Zbl 1502.62063 Stat. Surv. 16, 238-270 (2022). MSC: 62H12 60H15 60H20 62J07 62J10 62P12 PDFBibTeX XMLCite \textit{Y. Wang} et al., Stat. Surv. 16, 238--270 (2022; Zbl 1502.62063) Full Text: DOI arXiv Link
Li, Yutong; Zhu, Ruoqing; Yeh, Mike; Qu, Annie Dermoscopic image classification with neural style transfer. (English) Zbl 07633323 J. Comput. Graph. Stat. 31, No. 4, 1318-1331 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Li} et al., J. Comput. Graph. Stat. 31, No. 4, 1318--1331 (2022; Zbl 07633323) Full Text: DOI arXiv
Wang, Ning; Zhang, Xin; Li, Bing Likelihood-based dimension folding on tensor data. (English) Zbl 07602347 Stat. Sin. 32, Spec. Iss. II, 2405-2429 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{N. Wang} et al., Stat. Sin. 32, 2405--2429 (2022; Zbl 07602347) Full Text: DOI
Tao, Zerui; Li, Zhouping Adaptive singular value shrinkage estimate for low rank tensor denoising. (English) Zbl 1496.62097 Random Matrices Theory Appl. 11, No. 4, Article ID 2250038, 33 p. (2022). MSC: 62H12 62C12 62H25 62H35 PDFBibTeX XMLCite \textit{Z. Tao} and \textit{Z. Li}, Random Matrices Theory Appl. 11, No. 4, Article ID 2250038, 33 p. (2022; Zbl 1496.62097) Full Text: DOI
Ghannam, Mai; Nkurunziza, Sévérien Improved estimation in tensor regression with multiple change-points. (English) Zbl 07577514 Electron. J. Stat. 16, No. 2, 4162-4221 (2022). MSC: 62F30 62M02 PDFBibTeX XMLCite \textit{M. Ghannam} and \textit{S. Nkurunziza}, Electron. J. Stat. 16, No. 2, 4162--4221 (2022; Zbl 07577514) Full Text: DOI Link
Gopalan, Giri; Wikle, Christopher K. A higher-order singular value decomposition tensor emulator for spatiotemporal simulators. (English) Zbl 07570491 J. Agric. Biol. Environ. Stat. 27, No. 1, 22-45 (2022). MSC: 62P12 PDFBibTeX XMLCite \textit{G. Gopalan} and \textit{C. K. Wikle}, J. Agric. Biol. Environ. Stat. 27, No. 1, 22--45 (2022; Zbl 07570491) Full Text: DOI arXiv
Mao, Xianpeng; Yang, Yuning Best sparse rank-1 approximation to higher-order tensors via a truncated exponential induced regularizer. (English) Zbl 1510.65090 Appl. Math. Comput. 433, Article ID 127433, 14 p. (2022). MSC: 65F99 62H25 15A69 65F50 PDFBibTeX XMLCite \textit{X. Mao} and \textit{Y. Yang}, Appl. Math. Comput. 433, Article ID 127433, 14 p. (2022; Zbl 1510.65090) Full Text: DOI
Avellaneda, Marco; Healy, Brian; Papanicolaou, Andrew; Papanicolaou, George Principal eigenportfolios for U.S. equities. (English) Zbl 1497.91269 SIAM J. Financ. Math. 13, No. 3, 702-744 (2022). MSC: 91G10 62P05 62H25 PDFBibTeX XMLCite \textit{M. Avellaneda} et al., SIAM J. Financ. Math. 13, No. 3, 702--744 (2022; Zbl 1497.91269) Full Text: DOI
Semnani, Pardis; Robeva, Elina The set of orthogonal tensor trains. (English) Zbl 1493.15078 Vietnam J. Math. 50, No. 3, 599-613 (2022). MSC: 15A69 15A23 15A72 65F20 05C65 13P25 62H12 15B10 PDFBibTeX XMLCite \textit{P. Semnani} and \textit{E. Robeva}, Vietnam J. Math. 50, No. 3, 599--613 (2022; Zbl 1493.15078) Full Text: DOI arXiv
Aliverti, Emanuele; Dunson, David B. Composite mixture of log-linear models with application to psychiatric studies. (English) Zbl 1498.62301 Ann. Appl. Stat. 16, No. 2, 765-790 (2022). MSC: 62P15 62F15 62H17 62J12 PDFBibTeX XMLCite \textit{E. Aliverti} and \textit{D. B. Dunson}, Ann. Appl. Stat. 16, No. 2, 765--790 (2022; Zbl 1498.62301) Full Text: DOI
Bentbib, A. H.; El Hachimi, A.; Jbilou, K.; Ratnani, A. Fast multidimensional completion and principal component analysis methods via the cosine product. (English) Zbl 1492.65122 Calcolo 59, No. 3, Paper No. 26, 33 p. (2022). MSC: 65F99 15A23 15A69 15A83 62H25 90C25 94A08 PDFBibTeX XMLCite \textit{A. H. Bentbib} et al., Calcolo 59, No. 3, Paper No. 26, 33 p. (2022; Zbl 1492.65122) Full Text: DOI
Min, Keqian; Mai, Qing; Zhang, Xin Fast and separable estimation in high-dimensional tensor Gaussian graphical models. (English) Zbl 07546477 J. Comput. Graph. Stat. 31, No. 1, 294-300 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{K. Min} et al., J. Comput. Graph. Stat. 31, No. 1, 294--300 (2022; Zbl 07546477) Full Text: DOI
Liu, Xiaokang; Ma, Shujie; Chen, Kun Multivariate functional regression via nested reduced-rank regularization. (English) Zbl 07546472 J. Comput. Graph. Stat. 31, No. 1, 231-240 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Liu} et al., J. Comput. Graph. Stat. 31, No. 1, 231--240 (2022; Zbl 07546472) Full Text: DOI arXiv
Hu, Jiaxin; Lee, Chanwoo; Wang, Miaoyan Generalized tensor decomposition with features on multiple modes. (English) Zbl 07546470 J. Comput. Graph. Stat. 31, No. 1, 204-218 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Hu} et al., J. Comput. Graph. Stat. 31, No. 1, 204--218 (2022; Zbl 07546470) Full Text: DOI arXiv
Poythress, J. C.; Ahn, Jeongyoun; Park, Cheolwoo Low-rank, orthogonally decomposable tensor regression with application to visual stimulus decoding of fMRI data. (English) Zbl 07546469 J. Comput. Graph. Stat. 31, No. 1, 190-203 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. C. Poythress} et al., J. Comput. Graph. Stat. 31, No. 1, 190--203 (2022; Zbl 07546469) Full Text: DOI
Zhao, Yujie; Yan, Hao; Holte, Sarah; Mei, Yajun Rapid detection of hot-spots via tensor decomposition with applications to crime rate data. (English) Zbl 07540753 J. Appl. Stat. 49, No. 7, 1636-1662 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Zhao} et al., J. Appl. Stat. 49, No. 7, 1636--1662 (2022; Zbl 07540753) Full Text: DOI arXiv
Menzen, Clara; Kok, Manon; Batselier, Kim Alternating linear scheme in a Bayesian framework for low-rank tensor approximation. (English) Zbl 1489.15038 SIAM J. Sci. Comput. 44, No. 3, A1116-A1144 (2022). MSC: 15A69 93E24 15A23 90C06 62C10 PDFBibTeX XMLCite \textit{C. Menzen} et al., SIAM J. Sci. Comput. 44, No. 3, A1116--A1144 (2022; Zbl 1489.15038) Full Text: DOI arXiv
Roy, Samrat; Michailidis, George Regularized high dimension low tubal-rank tensor regression. (English) Zbl 1493.62431 Electron. J. Stat. 16, No. 1, 2683-2723 (2022). MSC: 62J05 62J07 15A72 PDFBibTeX XMLCite \textit{S. Roy} and \textit{G. Michailidis}, Electron. J. Stat. 16, No. 1, 2683--2723 (2022; Zbl 1493.62431) Full Text: DOI Link
Zhang, Jiuchen; Yuan, Yubai; Qu, Annie Tensor factorization recommender systems with dependency. (English) Zbl 1493.62375 Electron. J. Stat. 16, No. 1, 2175-2205 (2022). MSC: 62H25 62G05 62P20 PDFBibTeX XMLCite \textit{J. Zhang} et al., Electron. J. Stat. 16, No. 1, 2175--2205 (2022; Zbl 1493.62375) Full Text: DOI Link
Min, Keqian; Mai, Qing A general framework for tensor screening through smoothing. (English) Zbl 1493.62595 Electron. J. Stat. 16, No. 1, 451-497 (2022). MSC: 62P10 62F07 PDFBibTeX XMLCite \textit{K. Min} and \textit{Q. Mai}, Electron. J. Stat. 16, No. 1, 451--497 (2022; Zbl 1493.62595) Full Text: DOI Link
Russo, Massimiliano; Singer, Burton H.; Dunson, David B. Multivariate mixed membership modeling: inferring domain-specific risk profiles. (English) Zbl 1498.62124 Ann. Appl. Stat. 16, No. 1, 391-413 (2022). MSC: 62H30 62F15 62J12 62H17 62P10 PDFBibTeX XMLCite \textit{M. Russo} et al., Ann. Appl. Stat. 16, No. 1, 391--413 (2022; Zbl 1498.62124) Full Text: DOI arXiv
Ghannam, Mai; Nkurunziza, Sévérien The risk of tensor Stein-rules in elliptically contoured distributions. (English) Zbl 07518378 Statistics 56, No. 2, 421-454 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Ghannam} and \textit{S. Nkurunziza}, Statistics 56, No. 2, 421--454 (2022; Zbl 07518378) Full Text: DOI
Khouja, Rima; Mattei, Pierre-Alexandre; Mourrain, Bernard Tensor decomposition for learning Gaussian mixtures from moments. (English) Zbl 1492.14094 J. Symb. Comput. 113, 193-210 (2022). Reviewer: Luca Chiantini (Siena) MSC: 14N07 62H30 PDFBibTeX XMLCite \textit{R. Khouja} et al., J. Symb. Comput. 113, 193--210 (2022; Zbl 1492.14094) Full Text: DOI arXiv
Xia, Dong; Zhang, Anru R.; Zhou, Yuchen Inference for low-rank tensors – no need to debias. (English) Zbl 1486.62165 Ann. Stat. 50, No. 2, 1220-1245 (2022). MSC: 62H12 15A69 62E20 62H25 PDFBibTeX XMLCite \textit{D. Xia} et al., Ann. Stat. 50, No. 2, 1220--1245 (2022; Zbl 1486.62165) Full Text: DOI arXiv
Zhu, Xuwen; Sarkar, Shuchismita; Melnykov, Volodymyr MatTransMix: an R package for matrix model-based clustering and parsimonious mixture modeling. (English) Zbl 07512357 J. Classif. 39, No. 1, 147-170 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{X. Zhu} et al., J. Classif. 39, No. 1, 147--170 (2022; Zbl 07512357) Full Text: DOI
Pelofske, Elijah; Hahn, Georg; O’Malley, Daniel; Djidjev, Hristo N.; Alexandrov, Boian S. Boolean hierarchical Tucker networks on quantum annealers. (English) Zbl 1492.65128 Lirkov, Ivan (ed.) et al., Large-scale scientific computing. 13th international conference, LSSC 2021, Sozopol, Bulgaria, June 7–11, 2021. Revised selected papers. Cham: Springer. Lect. Notes Comput. Sci. 13127, 351-358 (2022). MSC: 65F99 15A69 62H25 PDFBibTeX XMLCite \textit{E. Pelofske} et al., Lect. Notes Comput. Sci. 13127, 351--358 (2022; Zbl 1492.65128) Full Text: DOI arXiv
Luo, Yuetian; Zhang, Anru R. Tensor clustering with planted structures: statistical optimality and computational limits. (English) Zbl 1486.62187 Ann. Stat. 50, No. 1, 584-613 (2022). MSC: 62H30 05C80 62H15 62C20 62-08 PDFBibTeX XMLCite \textit{Y. Luo} and \textit{A. R. Zhang}, Ann. Stat. 50, No. 1, 584--613 (2022; Zbl 1486.62187) Full Text: DOI arXiv
Han, Rungang; Willett, Rebecca; Zhang, Anru R. An optimal statistical and computational framework for generalized tensor estimation. (English) Zbl 1486.62161 Ann. Stat. 50, No. 1, 1-29 (2022). MSC: 62H12 15A69 62H25 62C20 90C26 PDFBibTeX XMLCite \textit{R. Han} et al., Ann. Stat. 50, No. 1, 1--29 (2022; Zbl 1486.62161) Full Text: DOI arXiv
Fang, Junhan; Yi, Grace Y. Regularized matrix-variate logistic regression with response subject to misclassification. (English) Zbl 1478.62206 J. Stat. Plann. Inference 217, 106-121 (2022). MSC: 62J12 62P10 PDFBibTeX XMLCite \textit{J. Fang} and \textit{G. Y. Yi}, J. Stat. Plann. Inference 217, 106--121 (2022; Zbl 1478.62206) Full Text: DOI
Guhaniyogi, Rajarshi; Spencer, Daniel Bayesian tensor response regression with an application to brain activation studies. (English) Zbl 07808152 Bayesian Anal. 16, No. 4, 1221-1249 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Guhaniyogi} and \textit{D. Spencer}, Bayesian Anal. 16, No. 4, 1221--1249 (2021; Zbl 07808152) Full Text: DOI Link
Groeneboom, Piet Estimation of the incubation time distribution for COVID-19. (English) Zbl 07778456 Stat. Neerl. 75, No. 2, 161-179 (2021). MSC: 62Gxx 62-XX 90Cxx PDFBibTeX XMLCite \textit{P. Groeneboom}, Stat. Neerl. 75, No. 2, 161--179 (2021; Zbl 07778456) Full Text: DOI arXiv OA License
Chen, Chuan; Wu, Zhe-Bin; Chen, Zi-Tai; Zheng, Zi-Bin; Zhang, Xiong-Jun Auto-weighted robust low-rank tensor completion via tensor-train. (English) Zbl 07755184 Inf. Sci. 567, 100-115 (2021). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{C. Chen} et al., Inf. Sci. 567, 100--115 (2021; Zbl 07755184) Full Text: DOI
Ju, Fujiao; Sun, Yanfeng; Gao, Junbin; Hu, Yongli; Yin, Baocai Kronecker-decomposable robust probabilistic tensor discriminant analysis. (English) Zbl 1523.62056 Inf. Sci. 561, 196-210 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{F. Ju} et al., Inf. Sci. 561, 196--210 (2021; Zbl 1523.62056) Full Text: DOI
Böttcher, Lucas; Porter, Mason A. Classical and quantum random-walk centrality measures in multilayer networks. (English) Zbl 1522.81099 SIAM J. Appl. Math. 81, No. 6, 2704-2724 (2021); erratum ibid. 83, No. 1, 327-328 (2023). MSC: 81Q35 05C81 68R10 90C35 62H20 PDFBibTeX XMLCite \textit{L. Böttcher} and \textit{M. A. Porter}, SIAM J. Appl. Math. 81, No. 6, 2704--2724 (2021; Zbl 1522.81099) Full Text: DOI arXiv
Ghattas, Omar; Willcox, Karen Learning physics-based models from data: perspectives from inverse problems and model reduction. (English) Zbl 1520.65043 Acta Numerica 30, 445-554 (2021). MSC: 65K10 65L09 65M32 62F15 86A04 PDFBibTeX XMLCite \textit{O. Ghattas} and \textit{K. Willcox}, Acta Numerica 30, 445--554 (2021; Zbl 1520.65043) Full Text: DOI
Chen, You-Lin; Kolar, Mladen; Tsay, Ruey S. Tensor canonical correlation analysis with convergence and statistical guarantees. (English) Zbl 07499913 J. Comput. Graph. Stat. 30, No. 3, 728-744 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{Y.-L. Chen} et al., J. Comput. Graph. Stat. 30, No. 3, 728--744 (2021; Zbl 07499913) Full Text: DOI arXiv
Yoshikawa, Kohei; Kawano, Shuichi Multilinear common component analysis via Kronecker product representation. (English) Zbl 1522.62050 Neural Comput. 33, No. 10, 2853-2880 (2021). MSC: 62H25 PDFBibTeX XMLCite \textit{K. Yoshikawa} and \textit{S. Kawano}, Neural Comput. 33, No. 10, 2853--2880 (2021; Zbl 1522.62050) 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 PDFBibTeX XMLCite \textit{B.-Y. Jing} et al., Ann. Stat. 49, No. 6, 3181--3205 (2021; Zbl 1486.62185) Full Text: DOI arXiv
Boutalbi, Rafika; Labiod, Lazhar; Nadif, Mohamed Implicit consensus clustering from multiple graphs. (English) Zbl 1491.62045 Data Min. Knowl. Discov. 35, No. 6, 2313-2340 (2021). MSC: 62H30 62H22 PDFBibTeX XMLCite \textit{R. Boutalbi} et al., Data Min. Knowl. Discov. 35, No. 6, 2313--2340 (2021; Zbl 1491.62045) Full Text: DOI
Chen, Ke; Jin, Ruhui Tensor-structured sketching for constrained least squares. (English) Zbl 1493.62639 SIAM J. Matrix Anal. Appl. 42, No. 4, 1703-1731 (2021). MSC: 62R07 15B52 52A21 60B20 65F05 PDFBibTeX XMLCite \textit{K. Chen} and \textit{R. Jin}, SIAM J. Matrix Anal. Appl. 42, No. 4, 1703--1731 (2021; Zbl 1493.62639) Full Text: DOI arXiv
Zhao, Weihua; Zhang, Xiaoyu; Lian, Heng A semiparametric model for matrix regression. (English) Zbl 1483.62080 Random Matrices Theory Appl. 10, No. 2, Article ID 2250001, 13 p. (2021). MSC: 62G08 62J05 62H12 PDFBibTeX XMLCite \textit{W. Zhao} et al., Random Matrices Theory Appl. 10, No. 2, Article ID 2250001, 13 p. (2021; Zbl 1483.62080) Full Text: DOI
Harris, Kameron Decker; Aravkin, Aleksandr; Rao, Rajesh; Brunton, Bingni Wen Time-varying autoregression with low-rank tensors. (English) Zbl 07444701 SIAM J. Appl. Dyn. Syst. 20, No. 4, 2335-2358 (2021). MSC: 68Txx 62M10 37N30 15A69 47A80 PDFBibTeX XMLCite \textit{K. D. Harris} et al., SIAM J. Appl. Dyn. Syst. 20, No. 4, 2335--2358 (2021; Zbl 07444701) Full Text: DOI arXiv
Corizzo, Roberto; Ceci, Michelangelo; Fanaee-T, Hadi; Gama, Joao Multi-aspect renewable energy forecasting. (English) Zbl 1479.62070 Inf. Sci. 546, 701-722 (2021). MSC: 62M10 62M20 62P30 68T05 PDFBibTeX XMLCite \textit{R. Corizzo} et al., Inf. Sci. 546, 701--722 (2021; Zbl 1479.62070) Full Text: DOI
Li, Minghui; Li, Wen; Chen, Yannan; Xiao, Mingqing The nonconvex tensor robust principal component analysis approximation model via the weighted \(\ell_p\)-norm regularization. (English) Zbl 1484.62074 J. Sci. Comput. 89, No. 3, Paper No. 67, 37 p. (2021). MSC: 62H25 65K05 15A69 65F55 PDFBibTeX XMLCite \textit{M. Li} et al., J. Sci. Comput. 89, No. 3, Paper No. 67, 37 p. (2021; Zbl 1484.62074) Full Text: DOI
Li, Cai; Zhang, Heping Tensor quantile regression with application to association between neuroimages and human intelligence. (English) Zbl 1478.62363 Ann. Appl. Stat. 15, No. 3, 1455-1477 (2021). MSC: 62P15 62G08 62J07 62H35 PDFBibTeX XMLCite \textit{C. Li} and \textit{H. Zhang}, Ann. Appl. Stat. 15, No. 3, 1455--1477 (2021; Zbl 1478.62363) Full Text: DOI
Yuan, Jianjun High dimensional data reconstruction based on \(L_{2,1}\) norm. (English) Zbl 1481.94044 Appl. Math. Modelling 89, Part 2, 1764-1774 (2021). MSC: 94A08 15A69 62H35 90C26 90C90 PDFBibTeX XMLCite \textit{J. Yuan}, Appl. Math. Modelling 89, Part 2, 1764--1774 (2021; Zbl 1481.94044) Full Text: DOI
Chen, Wei-Kuo; Handschy, Madeline; Lerman, Gilad Phase transition in random tensors with multiple independent spikes. (English) Zbl 1476.62269 Ann. Appl. Probab. 31, No. 4, 1868-1913 (2021). MSC: 62P35 62H25 94A12 82B26 82D30 PDFBibTeX XMLCite \textit{W.-K. Chen} et al., Ann. Appl. Probab. 31, No. 4, 1868--1913 (2021; Zbl 1476.62269) Full Text: DOI arXiv Link
Fairbanks, Hillary R.; Villa, Umberto; Vassilevski, Panayot S. Multilevel hierarchical decomposition of finite element white noise with application to multilevel Markov chain Monte Carlo. (English) Zbl 1476.62012 SIAM J. Sci. Comput. 43, No. 5, S293-S316 (2021). MSC: 62-08 62M30 65C40 35R60 60H40 PDFBibTeX XMLCite \textit{H. R. Fairbanks} et al., SIAM J. Sci. Comput. 43, No. 5, S293--S316 (2021; Zbl 1476.62012) Full Text: DOI
Easley, Deanna C.; Berry, Tyrus A higher order unscented transform. (English) Zbl 1468.65023 SIAM/ASA J. Uncertain. Quantif. 9, 1094-1131 (2021). MSC: 65D32 41A55 65R10 15A69 62H12 PDFBibTeX XMLCite \textit{D. C. Easley} and \textit{T. Berry}, SIAM/ASA J. Uncertain. Quantif. 9, 1094--1131 (2021; Zbl 1468.65023) Full Text: DOI arXiv
Oseledets, I. V.; Kharyuk, P. V. Structuring data with block term decomposition: decomposition of joint tensors and variational block term decomposition as a parametrized mixture distribution model. (English. Russian original) Zbl 1468.62309 Comput. Math. Math. Phys. 61, No. 5, 816-835 (2021); translation from Zh. Vychisl. Mat. Mat. Fiz. 61, No. 5, 845-864 (2021). MSC: 62H30 62R01 68T05 PDFBibTeX XMLCite \textit{I. V. Oseledets} and \textit{P. V. Kharyuk}, Comput. Math. Math. Phys. 61, No. 5, 816--835 (2021; Zbl 1468.62309); translation from Zh. Vychisl. Mat. Mat. Fiz. 61, No. 5, 845--864 (2021) Full Text: DOI
Zhang, Chi; Fanaee-T, Hadi; Thoresen, Magne Feature extraction from unequal length heterogeneous EHR time series via dynamic time warping and tensor decomposition. (English) Zbl 1478.62273 Data Min. Knowl. Discov. 35, No. 4, 1760-1784 (2021). MSC: 62M10 62P10 PDFBibTeX XMLCite \textit{C. Zhang} et al., Data Min. Knowl. Discov. 35, No. 4, 1760--1784 (2021; Zbl 1478.62273) Full Text: DOI
Fairbanks, Hillary R.; Villa, Umberto; Vassilevski, Panayot S. Multilevel hierarchical decomposition of finite element white noise with application to multilevel Markov chain Monte Carlo. (English) Zbl 1467.62155 SIAM J. Sci. Comput. 43, No. 3, S293-S316 (2021). MSC: 62M30 65C40 35R60 62-08 PDFBibTeX XMLCite \textit{H. R. Fairbanks} et al., SIAM J. Sci. Comput. 43, No. 3, S293--S316 (2021; Zbl 1467.62155) Full Text: DOI arXiv
Chen, Zhen-Yu; Fan, Zhi-Ping; Sun, Minghe Tensorial graph learning for link prediction in generalized heterogeneous networks. (English) Zbl 1487.62146 Eur. J. Oper. Res. 290, No. 1, 219-234 (2021). MSC: 62P20 68T05 91D30 PDFBibTeX XMLCite \textit{Z.-Y. Chen} et al., Eur. J. Oper. Res. 290, No. 1, 219--234 (2021; Zbl 1487.62146) Full Text: DOI
Zhang, Ting; Zhang, Kun; Lv, Laishui; Li, Xun; Fang, Yue Tensor decomposition for link prediction in temporal directed networks. (English) Zbl 07330561 J. Stat. Mech. Theory Exp. 2021, No. 1, Article ID 013402, 22 p. (2021). MSC: 62Rxx 05C80 15A69 PDFBibTeX XMLCite \textit{T. Zhang} et al., J. Stat. Mech. Theory Exp. 2021, No. 1, Article ID 013402, 22 p. (2021; Zbl 07330561) Full Text: DOI
Feng, Long; Bi, Xuan; Zhang, Heping Brain regions identified as being associated with verbal reasoning through the use of imaging regression via internal variation. (English) Zbl 1457.62342 J. Am. Stat. Assoc. 116, No. 533, 144-158 (2021). MSC: 62P10 62H35 92C55 PDFBibTeX XMLCite \textit{L. Feng} et al., J. Am. Stat. Assoc. 116, No. 533, 144--158 (2021; Zbl 1457.62342) Full Text: DOI Link
Jin, Yuan; Liu, Ming; Li, Yunfeng; Xu, Ruohua; Du, Lan; Gao, Longxiang; Xiang, Yong Variational auto-encoder based Bayesian Poisson tensor factorization for sparse and imbalanced count data. (English) Zbl 1478.62283 Data Min. Knowl. Discov. 35, No. 2, 505-532 (2021). MSC: 62M45 62H25 62R07 68T05 PDFBibTeX XMLCite \textit{Y. Jin} et al., Data Min. Knowl. Discov. 35, No. 2, 505--532 (2021; Zbl 1478.62283) Full Text: DOI arXiv
Xia, Dong; Yuan, Ming; Zhang, Cun-Hui Statistically optimal and computationally efficient low rank tensor completion from noisy entries. (English) Zbl 1473.62184 Ann. Stat. 49, No. 1, 76-99 (2021). Reviewer: Thorsten Dickhaus (Bremen) MSC: 62H12 62F12 62-08 PDFBibTeX XMLCite \textit{D. Xia} et al., Ann. Stat. 49, No. 1, 76--99 (2021; Zbl 1473.62184) Full Text: DOI arXiv Euclid
Lee, Minji; Su, Zhihua A review of envelope models. (English) Zbl 1528.62027 Int. Stat. Rev. 88, No. 3, 658-676 (2020). MSC: 62H12 62J05 62J12 62-02 PDFBibTeX XMLCite \textit{M. Lee} and \textit{Z. Su}, Int. Stat. Rev. 88, No. 3, 658--676 (2020; Zbl 1528.62027) Full Text: DOI