Li, Xiaolin; Serra, Roger; Olivier, Julien A two-stage approach for structural damage detection using a damage localization indicator vector and cluster particle swarm optimization. (English) Zbl 1523.74171 Eng. Optim. 55, No. 7, 1207-1225 (2023). MSC: 74R99 90C59 PDFBibTeX XMLCite \textit{X. Li} et al., Eng. Optim. 55, No. 7, 1207--1225 (2023; Zbl 1523.74171) Full Text: DOI
Pang, Tongyao; Shen, Zuowei Sparse estimation: an MMSE approach. (English) Zbl 1522.94014 Constr. Approx. 57, No. 2, 727-758 (2023). MSC: 94A12 62F15 90C15 90C26 PDFBibTeX XMLCite \textit{T. Pang} and \textit{Z. Shen}, Constr. Approx. 57, No. 2, 727--758 (2023; Zbl 1522.94014) Full Text: DOI
Du, Jiacong; Boss, Jonathan; Han, Peisong; Beesley, Lauren J.; Kleinsasser, Michael; Goutman, Stephen A.; Batterman, Stuart; Feldman, Eva L.; Mukherjee, Bhramar Variable selection with multiply-imputed datasets: choosing between stacked and grouped methods. (English) Zbl 07633303 J. Comput. Graph. Stat. 31, No. 4, 1063-1075 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Du} et al., J. Comput. Graph. Stat. 31, No. 4, 1063--1075 (2022; Zbl 07633303) Full Text: DOI arXiv
Yang, Yuehan; Yang, Hu Adaptive and reversed penalty for analysis of high-dimensional correlated data. (English) Zbl 1481.62040 Appl. Math. Modelling 92, 63-77 (2021). MSC: 62J05 62H12 90C26 90C90 PDFBibTeX XMLCite \textit{Y. Yang} and \textit{H. Yang}, Appl. Math. Modelling 92, 63--77 (2021; Zbl 1481.62040) Full Text: DOI
Pietrosanu, Matthew; Gao, Jueyu; Kong, Linglong; Jiang, Bei; Niu, Di Advanced algorithms for penalized quantile and composite quantile regression. (English) Zbl 1505.62320 Comput. Stat. 36, No. 1, 333-346 (2021). MSC: 62-08 62G08 PDFBibTeX XMLCite \textit{M. Pietrosanu} et al., Comput. Stat. 36, No. 1, 333--346 (2021; Zbl 1505.62320) Full Text: DOI arXiv
Sun, Ruoyu; Ye, Yinyu Worst-case complexity of cyclic coordinate descent: \(O(n^2)\) gap with randomized version. (English) Zbl 1459.65044 Math. Program. 185, No. 1-2 (A), 487-520 (2021). MSC: 65F10 65F15 65K05 90C30 PDFBibTeX XMLCite \textit{R. Sun} and \textit{Y. Ye}, Math. Program. 185, No. 1--2 (A), 487--520 (2021; Zbl 1459.65044) Full Text: DOI arXiv
Hong, Mingyi; Chang, Tsung-Hui; Wang, Xiangfeng; Razaviyayn, Meisam; Ma, Shiqian; Luo, Zhi-Quan A block successive upper-bound minimization method of multipliers for linearly constrained convex optimization. (English) Zbl 1456.90124 Math. Oper. Res. 45, No. 3, 833-861 (2020). MSC: 90C25 PDFBibTeX XMLCite \textit{M. Hong} et al., Math. Oper. Res. 45, No. 3, 833--861 (2020; Zbl 1456.90124) Full Text: DOI arXiv
Sottile, Gianluca; Frumento, Paolo; Chiodi, Marcello; Bottai, Matteo A penalized approach to covariate selection through quantile regression coefficient models. (English) Zbl 07259253 Stat. Model. 20, No. 4, 369-385 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Sottile} et al., Stat. Model. 20, No. 4, 369--385 (2020; Zbl 07259253) Full Text: DOI
Song, Hyebin; Raskutti, Garvesh PUlasso: high-dimensional variable selection with presence-only data. (English) Zbl 1437.62239 J. Am. Stat. Assoc. 115, No. 529, 334-347 (2020). MSC: 62H30 62-04 68T05 62P10 PDFBibTeX XMLCite \textit{H. Song} and \textit{G. Raskutti}, J. Am. Stat. Assoc. 115, No. 529, 334--347 (2020; Zbl 1437.62239) Full Text: DOI arXiv Link
Li, Xingguo; Zhao, Tuo; Arora, Raman; Liu, Han; Hong, Mingyi On faster convergence of cyclic block coordinate descent-type methods for strongly convex minimization. (English) Zbl 1404.68112 J. Mach. Learn. Res. 18(2017-2018), Paper No. 184, 24 p. (2018). MSC: 68T05 90C25 PDFBibTeX XMLCite \textit{X. Li} et al., J. Mach. Learn. Res. 18, Paper No. 184, 24 p. (2018; Zbl 1404.68112) Full Text: arXiv Link
Yen, Tso-Jung; Yen, Yu-Min Structured variable selection via prior-induced hierarchical penalty functions. (English) Zbl 1468.62221 Comput. Stat. Data Anal. 96, 87-103 (2016). MSC: 62-08 62J05 PDFBibTeX XMLCite \textit{T.-J. Yen} and \textit{Y.-M. Yen}, Comput. Stat. Data Anal. 96, 87--103 (2016; Zbl 1468.62221) Full Text: DOI
Oneto, Luca; Ridella, Sandro; Anguita, Davide Tikhonov, Ivanov and Morozov regularization for support vector machine learning. (English) Zbl 1357.68179 Mach. Learn. 103, No. 1, 103-136 (2016). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Oneto} et al., Mach. Learn. 103, No. 1, 103--136 (2016; Zbl 1357.68179) Full Text: DOI
Wen, Canhong; Wang, Xueqin; Wang, Shaoli Laplace error penalty-based variable selection in high dimension. (English) Zbl 1360.62387 Scand. J. Stat. 42, No. 3, 685-700 (2015). MSC: 62J05 62J07 PDFBibTeX XMLCite \textit{C. Wen} et al., Scand. J. Stat. 42, No. 3, 685--700 (2015; Zbl 1360.62387) Full Text: DOI
Wang, Zheng; Lai, Ming-Jun; Lu, Zhaosong; Fan, Wei; Davulcu, Hasan; Ye, Jieping Orthogonal rank-one matrix pursuit for low rank matrix completion. (English) Zbl 1315.65044 SIAM J. Sci. Comput. 37, No. 1, A488-A514 (2015). MSC: 65F30 15A83 65F10 65F20 PDFBibTeX XMLCite \textit{Z. Wang} et al., SIAM J. Sci. Comput. 37, No. 1, A488--A514 (2015; Zbl 1315.65044) Full Text: DOI arXiv
Yang, Yi; Zou, Hui A coordinate majorization descent algorithm for \(\ell_1\) penalized learning. (English) Zbl 1453.62257 J. Stat. Comput. Simulation 84, No. 1, 84-95 (2014). MSC: 62-08 62J05 62J07 PDFBibTeX XMLCite \textit{Y. Yang} and \textit{H. Zou}, J. Stat. Comput. Simulation 84, No. 1, 84--95 (2014; Zbl 1453.62257) Full Text: DOI
Izbicki, Rafael; Stern, Rafael Bassi Learning with many experts: model selection and sparsity. (English) Zbl 1281.62146 Stat. Anal. Data Min. 6, No. 6, 565-577 (2013). MSC: 62H30 68T05 65C60 PDFBibTeX XMLCite \textit{R. Izbicki} and \textit{R. B. Stern}, Stat. Anal. Data Min. 6, No. 6, 565--577 (2013; Zbl 1281.62146) Full Text: DOI arXiv
Becker, Stephen R.; Candès, Emmanuel J.; Grant, Michael C. Templates for convex cone problems with applications to sparse signal recovery. (English) Zbl 1257.90042 Math. Program. Comput. 3, No. 3, 165-218 (2011). MSC: 90C05 90C06 90C25 62J07 PDFBibTeX XMLCite \textit{S. R. Becker} et al., Math. Program. Comput. 3, No. 3, 165--218 (2011; Zbl 1257.90042) Full Text: DOI arXiv
Becker, Stephen; Bobin, Jérôme; Candès, Emmanuel J. NESTA: A fast and accurate first-order method for sparse recovery. (English) Zbl 1209.90265 SIAM J. Imaging Sci. 4, No. 1, 1-39 (2011). MSC: 90C06 90C25 94A08 PDFBibTeX XMLCite \textit{S. Becker} et al., SIAM J. Imaging Sci. 4, No. 1, 1--39 (2011; Zbl 1209.90265) Full Text: DOI arXiv Link