Tian, Ye; Feng, Yang Transfer learning under high-dimensional generalized linear models. (English) Zbl 07784938 J. Am. Stat. Assoc. 118, No. 544, 2684-2697 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Tian} and \textit{Y. Feng}, J. Am. Stat. Assoc. 118, No. 544, 2684--2697 (2023; Zbl 07784938) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{D. Zhang} et al., INFORMS J. Comput. 34, No. 2, 1126--1140 (2022; Zbl 07551229) Full Text: DOI arXiv
Dong, Hongbo On integer and MPCC representability of affine sparsity. (English) Zbl 1476.90206 Oper. Res. Lett. 47, No. 3, 208-212 (2019). MSC: 90C11 90C30 PDFBibTeX XMLCite \textit{H. Dong}, Oper. Res. Lett. 47, No. 3, 208--212 (2019; Zbl 1476.90206) Full Text: DOI
Bhadra, Anindya; Datta, Jyotishka; Polson, Nicholas G.; Willard, Brandon Lasso meets horseshoe: a survey. (English) Zbl 1429.62308 Stat. Sci. 34, No. 3, 405-427 (2019). MSC: 62J07 62H12 PDFBibTeX XMLCite \textit{A. Bhadra} et al., Stat. Sci. 34, No. 3, 405--427 (2019; Zbl 1429.62308) Full Text: DOI arXiv Euclid
Dong, Hongbo; Ahn, Miju; Pang, Jong-Shi Structural properties of affine sparsity constraints. (English) Zbl 1415.90087 Math. Program. 176, No. 1-2 (B), 95-135 (2019). MSC: 90C26 90C90 62J05 PDFBibTeX XMLCite \textit{H. Dong} et al., Math. Program. 176, No. 1--2 (B), 95--135 (2019; Zbl 1415.90087) Full Text: DOI
Ustun, Berk; Rudin, Cynthia Supersparse linear integer models for optimized medical scoring systems. (English) Zbl 1406.62144 Mach. Learn. 102, No. 3, 349-391 (2016). MSC: 62P10 62H30 90C90 PDFBibTeX XMLCite \textit{B. Ustun} and \textit{C. Rudin}, Mach. Learn. 102, No. 3, 349--391 (2016; Zbl 1406.62144) Full Text: DOI arXiv
Bien, Jacob; Taylor, Jonathan; Tibshirani, Robert A lasso for hierarchical interactions. (English) Zbl 1292.62109 Ann. Stat. 41, No. 3, 1111-1141 (2013). MSC: 62J07 PDFBibTeX XMLCite \textit{J. Bien} et al., Ann. Stat. 41, No. 3, 1111--1141 (2013; Zbl 1292.62109) Full Text: DOI arXiv Euclid
Abramovich, Felix; Grinshtein, Vadim Model selection in regression under structural constraints. (English) Zbl 1337.62156 Electron. J. Stat. 7, 480-498 (2013). MSC: 62J05 62C99 62C10 62C20 PDFBibTeX XMLCite \textit{F. Abramovich} and \textit{V. Grinshtein}, Electron. J. Stat. 7, 480--498 (2013; Zbl 1337.62156) Full Text: DOI arXiv Euclid