Liu, Siyuan; Tang, Shaojie; Zheng, Jiangchuan; Ni, Lionel M. Unsupervised learning for human mobility behaviors. (English) Zbl 07552223 INFORMS J. Comput. 34, No. 3, 1565-1586 (2022). MSC: 90-XX PDF BibTeX XML Cite \textit{S. Liu} et al., INFORMS J. Comput. 34, No. 3, 1565--1586 (2022; Zbl 07552223) Full Text: DOI OpenURL
Zhang, Dewei; Liu, Yin; Tajbakhsh, Sam Davanloo A first-order optimization algorithm for statistical learning with hierarchical sparsity structure. (English) Zbl 07551229 INFORMS J. Comput. 34, No. 2, 1126-1140 (2022). MSC: 90-XX PDF BibTeX XML Cite \textit{D. Zhang} et al., INFORMS J. Comput. 34, No. 2, 1126--1140 (2022; Zbl 07551229) Full Text: DOI OpenURL
Xiao, Yao; Glaubitz, Jan; Gelb, Anne; Song, Guohui Sequential image recovery from noisy and under-sampled Fourier data. (English) Zbl 07549320 J. Sci. Comput. 91, No. 3, Paper No. 79, 29 p. (2022). MSC: 65F22 65K10 68U10 PDF BibTeX XML Cite \textit{Y. Xiao} et al., J. Sci. Comput. 91, No. 3, Paper No. 79, 29 p. (2022; Zbl 07549320) Full Text: DOI OpenURL
Sheikhi, Ayyub; Bahador, Fatemeh; Arashi, Mohammad On a generalization of the test of endogeneity in a two stage least squares estimation. (English) Zbl 07549085 J. Appl. Stat. 49, No. 3, 709-721 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{A. Sheikhi} et al., J. Appl. Stat. 49, No. 3, 709--721 (2022; Zbl 07549085) Full Text: DOI OpenURL
Aliverti, Emanuele; Russo, Massimiliano Stratified stochastic variational inference for high-dimensional network factor model. (English) Zbl 07547628 J. Comput. Graph. Stat. 31, No. 2, 502-511 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Aliverti} and \textit{M. Russo}, J. Comput. Graph. Stat. 31, No. 2, 502--511 (2022; Zbl 07547628) Full Text: DOI OpenURL
Goh, Gyuhyeong; Yu, Jisang Synthetic control method with convex hull restrictions: a Bayesian maximum a posteriori approach. (English) Zbl 07546426 Econom. J. 25, No. 1, 215-232 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{G. Goh} and \textit{J. Yu}, Econom. J. 25, No. 1, 215--232 (2022; Zbl 07546426) Full Text: DOI OpenURL
Mostafaiy, Behdad On estimation in varying coefficient models for sparse and irregularly sampled functional data. (English) Zbl 07545792 Commun. Stat., Simulation Comput. 51, No. 3, 1030-1045 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Mostafaiy}, Commun. Stat., Simulation Comput. 51, No. 3, 1030--1045 (2022; Zbl 07545792) Full Text: DOI OpenURL
Dragoni, Laurent; Flamary, Rémi; Lounici, Karim; Reynaud-Bouret, Patricia Sliding window strategy for convolutional spike sorting with Lasso. Algorithm, theoretical guarantees and complexity. (English) Zbl 07544244 Acta Appl. Math. 179, Paper No. 7, 32 p. (2022). MSC: 90C59 PDF BibTeX XML Cite \textit{L. Dragoni} et al., Acta Appl. Math. 179, Paper No. 7, 32 p. (2022; Zbl 07544244) Full Text: DOI OpenURL
Liu, Yiyang; Wen, Zaiwen; Yin, Wotao A multiscale semi-smooth Newton method for optimal transport. (English) Zbl 07543427 J. Sci. Comput. 91, No. 2, Paper No. 39, 29 p. (2022). MSC: 65K05 90C05 PDF BibTeX XML Cite \textit{Y. Liu} et al., J. Sci. Comput. 91, No. 2, Paper No. 39, 29 p. (2022; Zbl 07543427) Full Text: DOI OpenURL
Guinness, Joseph Inverses of Matérn covariances on grids. (English) Zbl 07543339 Biometrika 109, No. 2, 535-541 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Guinness}, Biometrika 109, No. 2, 535--541 (2022; Zbl 07543339) Full Text: DOI OpenURL
Klep, Igor; Magron, Victor; Povh, Janez Sparse noncommutative polynomial optimization. (English) Zbl 07541428 Math. Program. 193, No. 2 (B), 789-829 (2022). MSC: 90C22 47N10 13J10 PDF BibTeX XML Cite \textit{I. Klep} et al., Math. Program. 193, No. 2 (B), 789--829 (2022; Zbl 07541428) Full Text: DOI OpenURL
Freyaldenhoven, Simon Factor models with local factors – determining the number of relevant factors. (English) Zbl 07538791 J. Econom. 229, No. 1, 80-102 (2022). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{S. Freyaldenhoven}, J. Econom. 229, No. 1, 80--102 (2022; Zbl 07538791) Full Text: DOI OpenURL
Li, Shu; Yue, Bibo; Chen, Yingpin; Peng, Zhenming; Wu, Ru-Shan Multichannel impedance inversion in the frequency domain via anisotropic total variation with overlapping group sparsity regularization. (English) Zbl 07537014 J. Inverse Ill-Posed Probl. 30, No. 3, 307-321 (2022). MSC: 86A22 86-08 65J20 65J22 PDF BibTeX XML Cite \textit{S. Li} et al., J. Inverse Ill-Posed Probl. 30, No. 3, 307--321 (2022; Zbl 07537014) Full Text: DOI OpenURL
Colli, Pierluigi; Signori, Andrea; Sprekels, Jürgen Optimal control problems with sparsity for tumor growth models involving variational inequalities. (English) Zbl 07536857 J. Optim. Theory Appl. 194, No. 1, 25-58 (2022). MSC: 92C32 92C17 49J40 49J20 35K57 PDF BibTeX XML Cite \textit{P. Colli} et al., J. Optim. Theory Appl. 194, No. 1, 25--58 (2022; Zbl 07536857) Full Text: DOI OpenURL
Dexter, Nick; Tran, Hoang; Webster, Clayton G. On the strong convergence of forward-backward splitting in reconstructing jointly sparse signals. (English) Zbl 07536254 Set-Valued Var. Anal. 30, No. 2, 543-557 (2022). MSC: 94A12 65K10 65M32 47H09 90C25 PDF BibTeX XML Cite \textit{N. Dexter} et al., Set-Valued Var. Anal. 30, No. 2, 543--557 (2022; Zbl 07536254) Full Text: DOI OpenURL
Sardy, Sylvain; Diaz-Rodriguez, Jairo; Giacobino, Caroline Thresholding tests based on affine Lasso to achieve non-asymptotic nominal level and high power under sparse and dense alternatives in high dimension. (English) Zbl 07533783 Comput. Stat. Data Anal. 173, Article ID 107507, 14 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Sardy} et al., Comput. Stat. Data Anal. 173, Article ID 107507, 14 p. (2022; Zbl 07533783) Full Text: DOI OpenURL
Zhong, Yan; Huang, Jianhua Z. Biclustering via structured regularized matrix decomposition. (English) Zbl 07532088 Stat. Comput. 32, No. 3, Paper No. 37, 15 p. (2022). MSC: 62-08 62H30 68T05 PDF BibTeX XML Cite \textit{Y. Zhong} and \textit{J. Z. Huang}, Stat. Comput. 32, No. 3, Paper No. 37, 15 p. (2022; Zbl 07532088) Full Text: DOI OpenURL
Bettache, Nayel; Butucea, Cristina; Sorba, Marianne Fast nonasymptotic testing and support recovery for large sparse Toeplitz covariance matrices. (English) Zbl 07530660 J. Multivariate Anal. 190, Article ID 104883, 13 p. (2022). MSC: 62H15 62F12 PDF BibTeX XML Cite \textit{N. Bettache} et al., J. Multivariate Anal. 190, Article ID 104883, 13 p. (2022; Zbl 07530660) Full Text: DOI OpenURL
He, Lin; Zhang, Jiali; Zhu, Haohui; Shi, Baoli A new hybrid regularization scheme for removing salt and pepper noise. (English) Zbl 07530593 Comput. Appl. Math. 41, No. 4, Paper No. 173, 24 p. (2022). MSC: 68U10 94A08 PDF BibTeX XML Cite \textit{L. He} et al., Comput. Appl. Math. 41, No. 4, Paper No. 173, 24 p. (2022; Zbl 07530593) Full Text: DOI OpenURL
Do, Van Tiep; Levie, Ron; Kutyniok, Gitta Analysis of simultaneous inpainting and geometric separation based on sparse decomposition. (English) Zbl 07528664 Anal. Appl., Singap. 20, No. 2, 303-352 (2022). MSC: 68U10 42C40 42C15 65J22 65T60 90C25 PDF BibTeX XML Cite \textit{V. T. Do} et al., Anal. Appl., Singap. 20, No. 2, 303--352 (2022; Zbl 07528664) Full Text: DOI OpenURL
Ghilli, Daria; Lorenz, Dirk A.; Resmerita, Elena Nonconvex flexible sparsity regularization: theory and monotone numerical schemes. (English) Zbl 07528650 Optimization 71, No. 4, 1117-1149 (2022). MSC: 90Cxx 49-XX PDF BibTeX XML Cite \textit{D. Ghilli} et al., Optimization 71, No. 4, 1117--1149 (2022; Zbl 07528650) Full Text: DOI OpenURL
Khlebnikov, M. V. Sparse filtering under bounded exogenous disturbances. (English. Russian original) Zbl 07528548 Autom. Remote Control 83, No. 2, 191-203 (2022); translation from Avtom. Telemekh. 2022, No. 2, 35-50 (2022). MSC: 93E11 93C73 93B53 90C22 PDF BibTeX XML Cite \textit{M. V. Khlebnikov}, Autom. Remote Control 83, No. 2, 191--203 (2022; Zbl 07528548); translation from Avtom. Telemekh. 2022, No. 2, 35--50 (2022) Full Text: DOI OpenURL
Fang, Qin; Guo, Shaojun; Qiao, Xinghao Finite sample theory for high-dimensional functional/scalar time series with applications. (English) Zbl 07524935 Electron. J. Stat. 16, No. 1, 527-591 (2022). MSC: 62M10 62R10 62J07 PDF BibTeX XML Cite \textit{Q. Fang} et al., Electron. J. Stat. 16, No. 1, 527--591 (2022; Zbl 07524935) Full Text: DOI Link OpenURL
Genzel, Martin; März, Maximilian; Seidel, Robert Compressed sensing with 1D total variation: breaking sample complexity barriers via non-uniform recovery. (English) Zbl 07517498 Inf. Inference 11, No. 1, 203-250 (2022). MSC: 94A12 42C40 PDF BibTeX XML Cite \textit{M. Genzel} et al., Inf. Inference 11, No. 1, 203--250 (2022; Zbl 07517498) Full Text: DOI OpenURL
Askari, Armin; d’Aspremont, Alexandre; El Ghaoui, Laurent Approximation bounds for sparse programs. (English) Zbl 07517063 SIAM J. Math. Data Sci. 4, No. 2, 514-530 (2022). MSC: 62F07 90C25 90C59 52A23 PDF BibTeX XML Cite \textit{A. Askari} et al., SIAM J. Math. Data Sci. 4, No. 2, 514--530 (2022; Zbl 07517063) Full Text: DOI OpenURL
Herberg, Evelyn; Hinze, Michael Variational discretization approach applied to an optimal control problem with bounded measure controls. (English) Zbl 07516513 Herzog, Roland (ed.) et al., Optimization and control for partial differential equations. Uncertainty quantification, open and closed-loop control, and shape optimization. Berlin: De Gruyter. Radon Ser. Comput. Appl. Math. 29, 113-135 (2022). MSC: 49M25 65K10 PDF BibTeX XML Cite \textit{E. Herberg} and \textit{M. Hinze}, Radon Ser. Comput. Appl. Math. 29, 113--135 (2022; Zbl 07516513) Full Text: DOI OpenURL
Curtis, Frank E.; Dai, Yutong; Robinson, Daniel P. A subspace acceleration method for minimization involving a group sparsity-inducing regularizer. (English) Zbl 07516287 SIAM J. Optim. 32, No. 2, 545-572 (2022). MSC: 90C30 90C25 62-XX 65K05 65K10 65Y20 68Q25 90C60 PDF BibTeX XML Cite \textit{F. E. Curtis} et al., SIAM J. Optim. 32, No. 2, 545--572 (2022; Zbl 07516287) Full Text: DOI OpenURL
Roquain, Etienne; Verzelen, Nicolas False discovery rate control with unknown null distribution: is it possible to mimic the oracle? (English) Zbl 07514080 Ann. Stat. 50, No. 2, 1095-1123 (2022). MSC: 62J15 62C20 62P10 PDF BibTeX XML Cite \textit{E. Roquain} and \textit{N. Verzelen}, Ann. Stat. 50, No. 2, 1095--1123 (2022; Zbl 07514080) Full Text: DOI OpenURL
Gamarnik, David; Zadik, Ilias Sparse high-dimensional linear regression. Estimating squared error and a phase transition. (English) Zbl 07514072 Ann. Stat. 50, No. 2, 880-903 (2022). MSC: 62J05 62B10 68Q87 94A12 PDF BibTeX XML Cite \textit{D. Gamarnik} and \textit{I. Zadik}, Ann. Stat. 50, No. 2, 880--903 (2022; Zbl 07514072) Full Text: DOI OpenURL
Parhi, Rahul; Nowak, Robert D. What kinds of functions do deep neural networks learn? Insights from variational spline theory. (English) Zbl 07511677 SIAM J. Math. Data Sci. 4, No. 2, 464-489 (2022). MSC: 68T05 82C32 94A12 46E27 47A52 PDF BibTeX XML Cite \textit{R. Parhi} and \textit{R. D. Nowak}, SIAM J. Math. Data Sci. 4, No. 2, 464--489 (2022; Zbl 07511677) Full Text: DOI OpenURL
Tao, Min Minimization of \(L_1\) over \(L_2\) for sparse signal recovery with convergence guarantee. (English) Zbl 07511039 SIAM J. Sci. Comput. 44, No. 2, A770-A797 (2022). MSC: 90C26 90C90 49N45 PDF BibTeX XML Cite \textit{M. Tao}, SIAM J. Sci. Comput. 44, No. 2, A770--A797 (2022; Zbl 07511039) Full Text: DOI OpenURL
Liao, Ningyi; Wang, Shufan; Xiang, Liyao; Ye, Nanyang; Shao, Shuo; Chu, Pengzhi Achieving adversarial robustness via sparsity. (English) Zbl 07510325 Mach. Learn. 111, No. 2, 685-711 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{N. Liao} et al., Mach. Learn. 111, No. 2, 685--711 (2022; Zbl 07510325) Full Text: DOI OpenURL
Chen, Bingzhen; Zhai, Wenjuan; Kong, Lingchen Variable selection and collinearity processing for multivariate data via row-elastic-net regularization. (English) Zbl 1484.62092 AStA, Adv. Stat. Anal. 106, No. 1, 79-96 (2022). MSC: 62J05 62H12 62G35 65K10 90C46 90C25 PDF BibTeX XML Cite \textit{B. Chen} et al., AStA, Adv. Stat. Anal. 106, No. 1, 79--96 (2022; Zbl 1484.62092) Full Text: DOI OpenURL
Sun, Jun; Shang, Pan; Xu, Qiuyun; Chen, Bingzhen Multivariate linear regression with low-rank and row-sparsity. (English) Zbl 1483.90176 Pac. J. Optim. 18, No. 2, 349-366 (2022). MSC: 90C46 90C06 90C25 PDF BibTeX XML Cite \textit{J. Sun} et al., Pac. J. Optim. 18, No. 2, 349--366 (2022; Zbl 1483.90176) Full Text: Link OpenURL
Brunton, Steven L.; Kutz, J. Nathan Data-driven science and engineering. Machine learning, dynamical systems, and control. 2nd edition. (English) Zbl 07504243 Cambridge: Cambridge University Press (ISBN 978-1-00-909848-9/hbk; 978-1-00-908951-7/ebook). xxiv, 590 p. (2022). MSC: 68-01 62-01 93-01 37N35 62R07 68T05 68T09 93B28 93B30 93C95 94A16 PDF BibTeX XML Cite \textit{S. L. Brunton} and \textit{J. N. Kutz}, Data-driven science and engineering. Machine learning, dynamical systems, and control. 2nd edition. Cambridge: Cambridge University Press (2022; Zbl 07504243) Full Text: DOI OpenURL
Mukherjee, Gourab; Johnstone, Iain M. On minimax optimality of sparse Bayes predictive density estimates. (English) Zbl 07496870 Ann. Stat. 50, No. 1, 81-106 (2022). MSC: 62G07 62C12 62C20 62J07 PDF BibTeX XML Cite \textit{G. Mukherjee} and \textit{I. M. Johnstone}, Ann. Stat. 50, No. 1, 81--106 (2022; Zbl 07496870) Full Text: DOI OpenURL
Flinth, Axel; Groß, Benedikt; Roth, Ingo; Eisert, Jens; Wunder, Gerhard Hierarchical isometry properties of hierarchical measurements. (English) Zbl 1485.94018 Appl. Comput. Harmon. Anal. 58, 27-49 (2022). MSC: 94A12 68M11 65F10 PDF BibTeX XML Cite \textit{A. Flinth} et al., Appl. Comput. Harmon. Anal. 58, 27--49 (2022; Zbl 1485.94018) Full Text: DOI OpenURL
Faenza, Yuri; Muñoz, Gonzalo; Pokutta, Sebastian New limits of treewidth-based tractability in optimization. (English) Zbl 07495396 Math. Program. 191, No. 2 (A), 559-594 (2022). MSC: 90C35 90C05 90C22 PDF BibTeX XML Cite \textit{Y. Faenza} et al., Math. Program. 191, No. 2 (A), 559--594 (2022; Zbl 07495396) Full Text: DOI OpenURL
Cao, Wenjun; Wang, Lisu; Yang, Yuehan Multiple penalized regularization for clusters with varying correlation levels. (English) Zbl 07493264 Stat. Interface 15, No. 3, 373-382 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Cao} et al., Stat. Interface 15, No. 3, 373--382 (2022; Zbl 07493264) Full Text: DOI OpenURL
Du, Pang; Xu, Yunnan; Robertson, John; Senger, Ryan Sparse logistic regression on functional data. (English) Zbl 07493249 Stat. Interface 15, No. 2, 171-179 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Du} et al., Stat. Interface 15, No. 2, 171--179 (2022; Zbl 07493249) Full Text: DOI arXiv OpenURL
Dai, Tianyu; Sznaier, Mario A convex optimization approach to synthesizing state feedback data-driven controllers for switched linear systems. (English) Zbl 1485.93182 Automatica 139, Article ID 110190, 9 p. (2022). MSC: 93B52 93C30 93C05 90C25 PDF BibTeX XML Cite \textit{T. Dai} and \textit{M. Sznaier}, Automatica 139, Article ID 110190, 9 p. (2022; Zbl 1485.93182) Full Text: DOI OpenURL
Beck, Amir; Refael, Yehonathan Sparse regularization via bidualization. (English) Zbl 07489935 J. Glob. Optim. 82, No. 3, 463-482 (2022). MSC: 90C30 PDF BibTeX XML Cite \textit{A. Beck} and \textit{Y. Refael}, J. Glob. Optim. 82, No. 3, 463--482 (2022; Zbl 07489935) Full Text: DOI OpenURL
Azuma, Godai; Fukuda, Mituhiro; Kim, Sunyoung; Yamashita, Makoto Exact SDP relaxations of quadratically constrained quadratic programs with forest structures. (English) Zbl 07489925 J. Glob. Optim. 82, No. 2, 243-262 (2022). MSC: 90C20 90C22 PDF BibTeX XML Cite \textit{G. Azuma} et al., J. Glob. Optim. 82, No. 2, 243--262 (2022; Zbl 07489925) Full Text: DOI arXiv OpenURL
Lämmel, S.; Shikhman, V. On nondegenerate M-stationary points for sparsity constrained nonlinear optimization. (English) Zbl 07489924 J. Glob. Optim. 82, No. 2, 219-242 (2022). MSC: 90C30 PDF BibTeX XML Cite \textit{S. Lämmel} and \textit{V. Shikhman}, J. Glob. Optim. 82, No. 2, 219--242 (2022; Zbl 07489924) Full Text: DOI arXiv OpenURL
Blanquero, Rafael; Carrizosa, Emilio; Molero-Río, Cristina; Romero Morales, Dolores On sparse optimal regression trees. (English) Zbl 07487810 Eur. J. Oper. Res. 299, No. 3, 1045-1054 (2022). MSC: 90Bxx PDF BibTeX XML Cite \textit{R. Blanquero} et al., Eur. J. Oper. Res. 299, No. 3, 1045--1054 (2022; Zbl 07487810) Full Text: DOI OpenURL
Liang, Wanfeng; Wu, Yue; Ma, Xiaoyan Robust sparse precision matrix estimation for high-dimensional compositional data. (English) Zbl 1481.62027 Stat. Probab. Lett. 184, Article ID 109379, 8 p. (2022). MSC: 62H12 62F35 62-08 PDF BibTeX XML Cite \textit{W. Liang} et al., Stat. Probab. Lett. 184, Article ID 109379, 8 p. (2022; Zbl 1481.62027) Full Text: DOI OpenURL
Qu, Lianqiang; Hao, Meiling; Sun, Liuquan Sparse composite quantile regression with ultrahigh-dimensional heterogeneous data. (English) Zbl 07484127 Stat. Sin. 32, No. 1, 459-475 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Qu} et al., Stat. Sin. 32, No. 1, 459--475 (2022; Zbl 07484127) Full Text: DOI OpenURL
Belli, Edoardo Smoothly adaptively centered ridge estimator. (English) Zbl 07482251 J. Multivariate Anal. 189, Article ID 104882, 13 p. (2022). MSC: 62H12 62F12 PDF BibTeX XML Cite \textit{E. Belli}, J. Multivariate Anal. 189, Article ID 104882, 13 p. (2022; Zbl 07482251) Full Text: DOI arXiv OpenURL
Eigel, Martin; Schneider, Reinhold; Trunschke, Philipp Convergence bounds for empirical nonlinear least-squares. (English) Zbl 1482.62071 ESAIM, Math. Model. Numer. Anal. 56, No. 1, 79-104 (2022). MSC: 62J02 41A25 41A65 41A30 PDF BibTeX XML Cite \textit{M. Eigel} et al., ESAIM, Math. Model. Numer. Anal. 56, No. 1, 79--104 (2022; Zbl 1482.62071) Full Text: DOI arXiv OpenURL
Battey, H. S.; Cox, D. R. Some perspectives on inference in high dimensions. (English) Zbl 07474200 Stat. Sci. 37, No. 1, 110-122 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{H. S. Battey} and \textit{D. R. Cox}, Stat. Sci. 37, No. 1, 110--122 (2022; Zbl 07474200) Full Text: DOI OpenURL
Park, Juhyun; Ahn, Jeongyoun; Jeon, Yongho Sparse functional linear discriminant analysis. (English) Zbl 07474111 Biometrika 109, No. 1, 209-226 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Park} et al., Biometrika 109, No. 1, 209--226 (2022; Zbl 07474111) Full Text: DOI arXiv OpenURL
Donato, Joseph S.; Levinson, Howard W. Structured iterative hard thresholding with on- and off-grid applications. (English) Zbl 1482.65050 Linear Algebra Appl. 638, 46-79 (2022). MSC: 65F10 68P30 78A46 94A12 PDF BibTeX XML Cite \textit{J. S. Donato} and \textit{H. W. Levinson}, Linear Algebra Appl. 638, 46--79 (2022; Zbl 1482.65050) Full Text: DOI arXiv OpenURL
Debarre, Thomas; Denoyelle, Quentin; Unser, Michael; Fageot, Julien Sparsest piecewise-linear regression of one-dimensional data. (English) Zbl 1482.94025 J. Comput. Appl. Math. 406, Article ID 114044, 30 p. (2022). MSC: 94A12 90C25 94A08 94A20 65K05 41A15 PDF BibTeX XML Cite \textit{T. Debarre} et al., J. Comput. Appl. Math. 406, Article ID 114044, 30 p. (2022; Zbl 1482.94025) Full Text: DOI arXiv OpenURL
Zhang, Xiaoyu; Zhou, Yunpeng; Xu, Jinfeng; Yuen, Kam Chuen Sparsity-restricted estimation for the accelerated failure time model. (English) Zbl 07468426 Stat. Interface 15, No. 1, 1-18 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Zhang} et al., Stat. Interface 15, No. 1, 1--18 (2022; Zbl 07468426) Full Text: DOI OpenURL
Wang, Jie; Magron, Victor Exploiting sparsity in complex polynomial optimization. (English) Zbl 1484.90071 J. Optim. Theory Appl. 192, No. 1, 335-359 (2022). MSC: 90C23 14P10 90C22 90C26 12D15 PDF BibTeX XML Cite \textit{J. Wang} and \textit{V. Magron}, J. Optim. Theory Appl. 192, No. 1, 335--359 (2022; Zbl 1484.90071) Full Text: DOI arXiv OpenURL
Pragliola, Monica; Calvetti, Daniela; Somersalo, Erkki Overcomplete representation in a hierarchical Bayesian framework. (English) Zbl 07464240 Inverse Probl. Imaging 16, No. 1, 19-38 (2022). MSC: 62F15 94A08 PDF BibTeX XML Cite \textit{M. Pragliola} et al., Inverse Probl. Imaging 16, No. 1, 19--38 (2022; Zbl 07464240) Full Text: DOI arXiv OpenURL
Colibazzi, Francesco; Lazzaro, Damiana; Morigi, Serena; Samoré, Andrea Learning nonlinear electrical impedance tomography. (English) Zbl 07454840 J. Sci. Comput. 90, No. 1, Paper No. 58, 23 p. (2022). MSC: 65M32 65M30 65K10 68T07 78A46 78M30 94A05 35B65 35R30 PDF BibTeX XML Cite \textit{F. Colibazzi} et al., J. Sci. Comput. 90, No. 1, Paper No. 58, 23 p. (2022; Zbl 07454840) Full Text: DOI OpenURL
Morgenshtern, Veniamin I. Super-resolution of positive sources on an arbitrarily fine grid. (English) Zbl 07441174 J. Fourier Anal. Appl. 28, No. 1, Paper No. 4, 80 p. (2022). MSC: 65T40 65K10 PDF BibTeX XML Cite \textit{V. I. Morgenshtern}, J. Fourier Anal. Appl. 28, No. 1, Paper No. 4, 80 p. (2022; Zbl 07441174) Full Text: DOI arXiv OpenURL
Mishra, Aditya; Müller, Christian L. Robust regression with compositional covariates. (English) Zbl 07422846 Comput. Stat. Data Anal. 165, Article ID 107315, 16 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Mishra} and \textit{C. L. Müller}, Comput. Stat. Data Anal. 165, Article ID 107315, 16 p. (2022; Zbl 07422846) Full Text: DOI arXiv OpenURL
Wu, Yuh-Jenn; Cheng, Li-Hsueh; Fang, Wei-Quan Sparse linear regression models of high dimensional covariates with non-Gaussian outliers and Berkson error-in-variable under heteroscedasticity. (English) Zbl 07545715 Commun. Stat., Simulation Comput. 50, No. 11, 3146-3165 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Y.-J. Wu} et al., Commun. Stat., Simulation Comput. 50, No. 11, 3146--3165 (2021; Zbl 07545715) Full Text: DOI OpenURL
Kurnaz, Fatma Sevinç Performances of some high dimensional regression methods: sparse principal component regression. (English) Zbl 07545681 Commun. Stat., Simulation Comput. 50, No. 9, 2529-2543 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{F. S. Kurnaz}, Commun. Stat., Simulation Comput. 50, No. 9, 2529--2543 (2021; Zbl 07545681) Full Text: DOI OpenURL
Shahriari, Shirin; Faria, Susana; Gonçalves, A. Manuela A robust sparse linear approach for contaminated data. (English) Zbl 07545630 Commun. Stat., Simulation Comput. 50, No. 6, 1662-1678 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Shahriari} et al., Commun. Stat., Simulation Comput. 50, No. 6, 1662--1678 (2021; Zbl 07545630) Full Text: DOI OpenURL
Wang, Zhaoliang; Xue, Liugen Inference for high dimensional linear models with error-in-variables. (English) Zbl 07545542 Commun. Stat., Simulation Comput. 50, No. 1, 164-179 (2021). MSC: 62J05 62J07 62H12 62F12 62F25 PDF BibTeX XML Cite \textit{Z. Wang} and \textit{L. Xue}, Commun. Stat., Simulation Comput. 50, No. 1, 164--179 (2021; Zbl 07545542) Full Text: DOI OpenURL
Lee, Eun Ryung; Park, Seyoung Poisson reduced-rank models with sparse loadings. (English) Zbl 07514937 J. Korean Stat. Soc. 50, No. 4, 1079-1097 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{E. R. Lee} and \textit{S. Park}, J. Korean Stat. Soc. 50, No. 4, 1079--1097 (2021; Zbl 07514937) Full Text: DOI OpenURL
Dai, Wei; Tsang, Ka Wai Hybrid resampling confidence intervals for change-point or stationary high-dimensional stochastic regression models. (English) Zbl 07513913 Stat. Sin. 31, Spec. Iss., 2239-2255 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Dai} and \textit{K. W. Tsang}, Stat. Sin. 31, 2239--2255 (2021; Zbl 07513913) Full Text: DOI OpenURL
Xia, Yuelong; Chen, Ke; Yang, Yun Multi-label classification with weighted classifier selection and stacked ensemble. (English) Zbl 1484.62084 Inf. Sci. 557, 421-442 (2021). MSC: 62H30 PDF BibTeX XML Cite \textit{Y. Xia} et al., Inf. Sci. 557, 421--442 (2021; Zbl 1484.62084) Full Text: DOI OpenURL
Descloux, Pascaline; Sardy, Sylvain Model selection with Lasso-zero: adding straw to the haystack to better find needles. (English) Zbl 07499899 J. Comput. Graph. Stat. 30, No. 3, 530-543 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Descloux} and \textit{S. Sardy}, J. Comput. Graph. Stat. 30, No. 3, 530--543 (2021; Zbl 07499899) Full Text: DOI OpenURL
Ahn, Jeongyoun; Chung, Hee Cheol; Jeon, Yongho Trace ratio optimization for high-dimensional multi-class discrimination. (English) Zbl 07499893 J. Comput. Graph. Stat. 30, No. 1, 192-203 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Ahn} et al., J. Comput. Graph. Stat. 30, No. 1, 192--203 (2021; Zbl 07499893) Full Text: DOI OpenURL
Feng, Yuan; Xiao, Luo; Chi, Eric C. Sparse single index models for multivariate responses. (English) Zbl 07499886 J. Comput. Graph. Stat. 30, No. 1, 115-124 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Feng} et al., J. Comput. Graph. Stat. 30, No. 1, 115--124 (2021; Zbl 07499886) Full Text: DOI OpenURL
Li, Haokun; Xia, Bican Block SOS decomposition. (Chinese. English summary) Zbl 07494932 Sci. Sin., Math. 51, No. 1, 167-178 (2021). MSC: 11E25 12D15 PDF BibTeX XML Cite \textit{H. Li} and \textit{B. Xia}, Sci. Sin., Math. 51, No. 1, 167--178 (2021; Zbl 07494932) Full Text: DOI arXiv OpenURL
Sheng, Chong; Tan, Matthias Hwai Yong; Zou, Lu Maximum expected entropy transformed Latin hypercube designs. (English) Zbl 07482689 J. Appl. Stat. 48, No. 12, 2152-2177 (2021). MSC: 62K05 60G15 94A17 62B15 62Pxx PDF BibTeX XML Cite \textit{C. Sheng} et al., J. Appl. Stat. 48, No. 12, 2152--2177 (2021; Zbl 07482689) Full Text: DOI OpenURL
Yu, Hanjun; Xu, Xinyi; Cao, Di The adaptive normal-hypergeometric-inverted-beta priors for sparse signals. (English) Zbl 07480664 J. Stat. Comput. Simulation 91, No. 2, 396-419 (2021). MSC: 62F15 62-XX PDF BibTeX XML Cite \textit{H. Yu} et al., J. Stat. Comput. Simulation 91, No. 2, 396--419 (2021; Zbl 07480664) Full Text: DOI OpenURL
Filelis-Papadopoulos, Christos K. Incomplete inverse matrices. (English) Zbl 07478611 Numer. Linear Algebra Appl. 28, No. 5, e2380, 17 p. (2021). MSC: 65F50 PDF BibTeX XML Cite \textit{C. K. Filelis-Papadopoulos}, Numer. Linear Algebra Appl. 28, No. 5, e2380, 17 p. (2021; Zbl 07478611) Full Text: DOI OpenURL
Fava, Bruno; Lopes, Hedibert F. The illusion of the illusion of sparsity: an exercise in prior sensitivity. (English) Zbl 07477281 Braz. J. Probab. Stat. 35, No. 4, 699-720 (2021). MSC: 62-XX 92-XX PDF BibTeX XML Cite \textit{B. Fava} and \textit{H. F. Lopes}, Braz. J. Probab. Stat. 35, No. 4, 699--720 (2021; Zbl 07477281) Full Text: DOI arXiv OpenURL
Pasha, Mirjeta; Kupis, Shyla; Ahmad, Sanwar; Khan, Taufiquar A Krylov subspace type method for electrical impedance tomography. (English) Zbl 07477263 ESAIM, Math. Model. Numer. Anal. 55, No. 6, 2827-2847 (2021). MSC: 65N21 65N20 65N22 35R30 65K10 65F10 92C55 PDF BibTeX XML Cite \textit{M. Pasha} et al., ESAIM, Math. Model. Numer. Anal. 55, No. 6, 2827--2847 (2021; Zbl 07477263) Full Text: DOI OpenURL
Li, Ke; Yang, Yun; Narisetty, Naveen N. Regret lower bound and optimal algorithm for high-dimensional contextual linear bandit. (English) Zbl 07471515 Electron. J. Stat. 15, No. 2, 5652-5695 (2021). MSC: 62L05 PDF BibTeX XML Cite \textit{K. Li} et al., Electron. J. Stat. 15, No. 2, 5652--5695 (2021; Zbl 07471515) Full Text: DOI arXiv Link OpenURL
Jin, Jiashun; Ke, Zheng Tracy; Luo, Shengming Optimal adaptivity of signed-polygon statistics for network testing. (English) Zbl 07470041 Ann. Stat. 49, No. 6, 3408-3433 (2021). MSC: 62H15 62P25 91C20 91D30 PDF BibTeX XML Cite \textit{J. Jin} et al., Ann. Stat. 49, No. 6, 3408--3433 (2021; Zbl 07470041) Full Text: DOI arXiv OpenURL
Lanza, Alessandro; Morigi, Serena; Sgallari, Fiorella Automatic parameter selection based on residual whiteness for convex non-convex variational restoration. (English) Zbl 07468058 Tai, Xue-Cheng (ed.) et al., Mathematical methods in image processing and inverse problems. Selected papers based on the presentations at the international workshop on image processing and inverse problems, IPIP 2018, Beijing, China, April 21–24, 2018. Singapore: Springer. Springer Proc. Math. Stat. 360, 95-111 (2021). MSC: 68T45 68U10 92C55 94A08 PDF BibTeX XML Cite \textit{A. Lanza} et al., Springer Proc. Math. Stat. 360, 95--111 (2021; Zbl 07468058) Full Text: DOI OpenURL
Jeong, Seonghyun; Ghosal, Subhashis Posterior contraction in sparse generalized linear models. (English) Zbl 07458260 Biometrika 108, No. 2, 367-379 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Jeong} and \textit{S. Ghosal}, Biometrika 108, No. 2, 367--379 (2021; Zbl 07458260) Full Text: DOI OpenURL
Ju, Wenwen; Mou, Chenqi Exploiting variable sparsity in computing equilibria of biological dynamical systems by triangular decomposition. (English) Zbl 1480.92088 Martín-Vide, Carlos (ed.) et al., Algorithms for computational biology. 8th international conference, AlCoB 2021, Missoula, MT, USA, June 7–11, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12715, 29-41 (2021). MSC: 92C42 05C90 34C60 PDF BibTeX XML Cite \textit{W. Ju} and \textit{C. Mou}, Lect. Notes Comput. Sci. 12715, 29--41 (2021; Zbl 1480.92088) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{N. Tsilivis} et al., Lect. Notes Comput. Sci. 12708, 538--550 (2021; Zbl 1484.15033) Full Text: DOI OpenURL
Xu, Jia-Liang Nonuniqueness of solutions of a class of \(\ell_0\)-minimization problems. (English) Zbl 07443762 J. Oper. Res. Soc. China 9, No. 4, 893-908 (2021). MSC: 90C26 90C30 94A12 PDF BibTeX XML Cite \textit{J.-L. Xu}, J. Oper. Res. Soc. China 9, No. 4, 893--908 (2021; Zbl 07443762) Full Text: DOI arXiv OpenURL
Rockova, Veronika; McAlinn, Kenichiro Dynamic variable selection with spike-and-slab process priors. (English) Zbl 1480.62132 Bayesian Anal. 16, No. 1, 233-269 (2021). MSC: 62H30 62M10 62F07 PDF BibTeX XML Cite \textit{V. Rockova} and \textit{K. McAlinn}, Bayesian Anal. 16, No. 1, 233--269 (2021; Zbl 1480.62132) Full Text: DOI arXiv Euclid OpenURL
Miolane, Léo; Montanari, Andrea The distribution of the Lasso: uniform control over sparse balls and adaptive parameter tuning. (English) Zbl 1480.62145 Ann. Stat. 49, No. 4, 2313-2335 (2021). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{L. Miolane} and \textit{A. Montanari}, Ann. Stat. 49, No. 4, 2313--2335 (2021; Zbl 1480.62145) Full Text: DOI arXiv Link OpenURL
Zhang, Jianjia; Wang, Lei; Zhou, Luping; Li, Wanqing Beyond covariance: SICE and kernel based visual feature representation. (English) Zbl 1483.68454 Int. J. Comput. Vis. 129, No. 2, 300-320 (2021). MSC: 68T45 PDF BibTeX XML Cite \textit{J. Zhang} et al., Int. J. Comput. Vis. 129, No. 2, 300--320 (2021; Zbl 1483.68454) Full Text: DOI OpenURL
Rong, Wentao; Zhuo, Enhong; Peng, Hong; Chen, Jiazhou; Wang, Haiyan; Han, Chu; Cai, Hongmin Learning a consensus affinity matrix for multi-view clustering via subspaces merging on Grassmann manifold. (English) Zbl 1475.62191 Inf. Sci. 547, 68-87 (2021). MSC: 62H30 62R30 PDF BibTeX XML Cite \textit{W. Rong} et al., Inf. Sci. 547, 68--87 (2021; Zbl 1475.62191) Full Text: DOI OpenURL
Lu, Jianglin; Lin, Jingxu; Lai, Zhihui; Wang, Hailing; Zhou, Jie Target redirected regression with dynamic neighborhood structure. (English) Zbl 1475.62205 Inf. Sci. 544, 564-584 (2021). MSC: 62J02 PDF BibTeX XML Cite \textit{J. Lu} et al., Inf. Sci. 544, 564--584 (2021; Zbl 1475.62205) Full Text: DOI OpenURL
Shen, Chungen; Liu, Xiao Solving nonnegative sparsity-constrained optimization via DC quadratic-piecewise-linear approximations. (English) Zbl 1481.90293 J. Glob. Optim. 81, No. 4, 1019-1055 (2021). MSC: 90C30 90C26 PDF BibTeX XML Cite \textit{C. Shen} and \textit{X. Liu}, J. Glob. Optim. 81, No. 4, 1019--1055 (2021; Zbl 1481.90293) Full Text: DOI OpenURL
Xu, Jialiang; Zhao, Yun-Bin Dual-density-based reweighted \(\ell_1\)-algorithms for a class of \(\ell_0\)-minimization problems. (English) Zbl 07433937 J. Glob. Optim. 81, No. 3, 749-772 (2021). MSC: 90C30 PDF BibTeX XML Cite \textit{J. Xu} and \textit{Y.-B. Zhao}, J. Glob. Optim. 81, No. 3, 749--772 (2021; Zbl 07433937) Full Text: DOI arXiv OpenURL
Krampe, Jonas; Paparoditis, Efstathios Sparsity concepts and estimation procedures for high-dimensional vector autoregressive models. (English) Zbl 1476.62187 J. Time Ser. Anal. 42, No. 5-6, 554-579 (2021). MSC: 62M10 62H12 62J07 PDF BibTeX XML Cite \textit{J. Krampe} and \textit{E. Paparoditis}, J. Time Ser. Anal. 42, No. 5--6, 554--579 (2021; Zbl 1476.62187) Full Text: DOI arXiv OpenURL
Li, Weijian; Zeng, Xianlin; Hong, Yiguang; Ji, Haibo Distributed consensus-based solver for semi-definite programming: an optimization viewpoint. (English) Zbl 1480.90189 Automatica 131, Article ID 109737, 7 p. (2021). MSC: 90C22 PDF BibTeX XML Cite \textit{W. Li} et al., Automatica 131, Article ID 109737, 7 p. (2021; Zbl 1480.90189) Full Text: DOI OpenURL
Zeng, Tingting; Brooks, Jonathan; Barooah, Prabir Simultaneous identification of linear building dynamic model and disturbance using sparsity-promoting optimization. (English) Zbl 1478.93131 Automatica 129, Article ID 109631, 7 p. (2021). MSC: 93B30 93C05 90C25 PDF BibTeX XML Cite \textit{T. Zeng} et al., Automatica 129, Article ID 109631, 7 p. (2021; Zbl 1478.93131) Full Text: DOI arXiv OpenURL
Bian, Fengmiao; Zhang, Xiaoqun A parameterized Douglas-Rachford splitting algorithm for nonconvex optimization. (English) Zbl 07425958 Appl. Math. Comput. 410, Article ID 126425, 18 p. (2021). MSC: 90C26 90C30 90C90 15A83 65K05 PDF BibTeX XML Cite \textit{F. Bian} and \textit{X. Zhang}, Appl. Math. Comput. 410, Article ID 126425, 18 p. (2021; Zbl 07425958) Full Text: DOI arXiv OpenURL
Dai, Mingwei; Dai, Shuyang; Huang, Junjun; Kang, Lican; Lu, Xiliang Truncated \(L_1\) regularized linear regression: theory and algorithm. (English) Zbl 1474.62282 Commun. Comput. Phys. 30, No. 1, 190-209 (2021). MSC: 62J99 PDF BibTeX XML Cite \textit{M. Dai} et al., Commun. Comput. Phys. 30, No. 1, 190--209 (2021; Zbl 1474.62282) Full Text: DOI OpenURL
Benítez-Peña, Sandra; Carrizosa, Emilio; Guerrero, Vanesa; Jiménez-Gamero, M. Dolores; Martín-Barragán, Belén; Molero-Río, Cristina; Ramírez-Cobo, Pepa; Romero Morales, Dolores; Sillero-Denamiel, M. Remedios On sparse ensemble methods: an application to short-term predictions of the evolution of COVID-19. (English) Zbl 07421341 Eur. J. Oper. Res. 295, No. 2, 648-663 (2021). MSC: 62J99 68T05 90C90 92D30 PDF BibTeX XML Cite \textit{S. Benítez-Peña} et al., Eur. J. Oper. Res. 295, No. 2, 648--663 (2021; Zbl 07421341) Full Text: DOI OpenURL
Schuster, Sebastian Sparsity of Hawking radiation in \(D + 1\) space-time dimensions for massless and massive particles. (English) Zbl 1480.83097 Classical Quantum Gravity 38, No. 4, Article ID 047002, 12 p. (2021). MSC: 83C57 83C30 83E15 PDF BibTeX XML Cite \textit{S. Schuster}, Classical Quantum Gravity 38, No. 4, Article ID 047002, 12 p. (2021; Zbl 1480.83097) Full Text: DOI arXiv OpenURL
De Terán, Fernando; Hernando, Carla Corrigendum to: “A note on generalized companion pencils in the monomial basis”. (English) Zbl 1476.15023 Rev. R. Acad. Cienc. Exactas Fís. Nat., Ser. A Mat., RACSAM 115, No. 4, Paper No. 182, 5 p. (2021). MSC: 15A22 15A21 05C20 05C50 PDF BibTeX XML Cite \textit{F. De Terán} and \textit{C. Hernando}, Rev. R. Acad. Cienc. Exactas Fís. Nat., Ser. A Mat., RACSAM 115, No. 4, Paper No. 182, 5 p. (2021; Zbl 1476.15023) Full Text: DOI OpenURL
Ke, Chengyu; Ahn, Miju; Shin, Sunyoung; Lou, Yifei Iteratively reweighted group Lasso based on log-composite regularization. (English) Zbl 1476.62157 SIAM J. Sci. Comput. 43, No. 5, S655-S678 (2021). MSC: 62J07 62-08 65K05 90C26 92C60 92D10 PDF BibTeX XML Cite \textit{C. Ke} et al., SIAM J. Sci. Comput. 43, No. 5, S655--S678 (2021; Zbl 1476.62157) Full Text: DOI OpenURL
Luiken, Nick; van Leeuwen, Tristan Relaxed regularization for linear inverse problems. (English) Zbl 07418108 SIAM J. Sci. Comput. 43, No. 5, S269-S292 (2021). MSC: 65F22 65F10 15A18 15A29 PDF BibTeX XML Cite \textit{N. Luiken} and \textit{T. van Leeuwen}, SIAM J. Sci. Comput. 43, No. 5, S269--S292 (2021; Zbl 07418108) Full Text: DOI OpenURL
Dedieu, Antoine; Hazimeh, Hussein; Mazumder, Rahul Learning sparse classifiers: continuous and mixed integer optimization perspectives. (English) Zbl 07415078 J. Mach. Learn. Res. 22, Paper No. 135, 47 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Dedieu} et al., J. Mach. Learn. Res. 22, Paper No. 135, 47 p. (2021; Zbl 07415078) Full Text: arXiv Link OpenURL