García-Zamora, Diego; Dutta, Bapi; Massanet, Sebastia; Riera, Juan Vicente; Martínez, Luis Relationship between the distance consensus and the consensus degree in comprehensive minimum cost consensus models: a polytope-based analysis. (English) Zbl 07705424 Eur. J. Oper. Res. 306, No. 2, 764-776 (2023). MSC: 90Bxx PDFBibTeX XMLCite \textit{D. García-Zamora} et al., Eur. J. Oper. Res. 306, No. 2, 764--776 (2023; Zbl 07705424) Full Text: DOI
Gu, Jiaying; Koenker, Roger Nonparametric maximum likelihood methods for binary response models with random coefficients. (English) Zbl 1507.62069 J. Am. Stat. Assoc. 117, No. 538, 732-751 (2022). MSC: 62-08 90C25 62G05 PDFBibTeX XMLCite \textit{J. Gu} and \textit{R. Koenker}, J. Am. Stat. Assoc. 117, No. 538, 732--751 (2022; Zbl 1507.62069) Full Text: DOI arXiv
Bagirov, Adil M.; Taheri, Sona; Karmitsa, Napsu; Sultanova, Nargiz; Asadi, Soodabeh Robust piecewise linear \(L_1\)-regression via nonsmooth DC optimization. (English) Zbl 1517.65046 Optim. Methods Softw. 37, No. 4, 1289-1309 (2022). MSC: 65K05 90C25 PDFBibTeX XMLCite \textit{A. M. Bagirov} et al., Optim. Methods Softw. 37, No. 4, 1289--1309 (2022; Zbl 1517.65046) Full Text: DOI
Wang, Tiandong; Yan, Jun; Yuan, Yelie; Zhang, Panpan Generating directed networks with predetermined assortativity measures. (English) Zbl 1497.62018 Stat. Comput. 32, No. 5, Paper No. 91, 15 p. (2022). MSC: 62-08 05C80 90C25 PDFBibTeX XMLCite \textit{T. Wang} et al., Stat. Comput. 32, No. 5, Paper No. 91, 15 p. (2022; Zbl 1497.62018) Full Text: DOI arXiv
Degras, David Sparse group fused Lasso for model segmentation: a hybrid approach. (English) Zbl 07433033 Adv. Data Anal. Classif., ADAC 15, No. 3, 625-671 (2021). MSC: 37M10 62J05 62J07 65K10 PDFBibTeX XMLCite \textit{D. Degras}, Adv. Data Anal. Classif., ADAC 15, No. 3, 625--671 (2021; Zbl 07433033) Full Text: DOI arXiv
Schwendinger, Florian; Grün, Bettina; Hornik, Kurt A comparison of optimization solvers for log binomial regression including conic programming. (English) Zbl 1505.62364 Comput. Stat. 36, No. 3, 1721-1754 (2021). MSC: 62-08 62F10 62J12 90C25 90C51 PDFBibTeX XMLCite \textit{F. Schwendinger} et al., Comput. Stat. 36, No. 3, 1721--1754 (2021; Zbl 1505.62364) Full Text: DOI
Xu, Yiming; Narayan, Akil; Tran, Hoang; Webster, Clayton G. Analysis of the ratio of \(\ell_1\) and \(\ell_2\) norms in compressed sensing. (English) Zbl 07390693 Appl. Comput. Harmon. Anal. 55, 486-511 (2021). MSC: 65-XX 68-XX PDFBibTeX XMLCite \textit{Y. Xu} et al., Appl. Comput. Harmon. Anal. 55, 486--511 (2021; Zbl 07390693) Full Text: DOI arXiv
Kim, Youngseok; Carbonetto, Peter; Stephens, Matthew; Anitescu, Mihai A fast algorithm for maximum likelihood estimation of mixture proportions using sequential quadratic programming. (English) Zbl 07499254 J. Comput. Graph. Stat. 29, No. 2, 261-273 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Kim} et al., J. Comput. Graph. Stat. 29, No. 2, 261--273 (2020; Zbl 07499254) Full Text: DOI Link
Klatt, Marcel; Tameling, Carla; Munk, Axel Empirical regularized optimal transport: statistical theory and applications. (English) Zbl 1483.62055 SIAM J. Math. Data Sci. 2, No. 2, 419-443 (2020). MSC: 62E20 49Q22 62G20 62-08 90C25 90C59 PDFBibTeX XMLCite \textit{M. Klatt} et al., SIAM J. Math. Data Sci. 2, No. 2, 419--443 (2020; Zbl 1483.62055) Full Text: DOI arXiv
Hocking, Toby Dylan; Rigaill, Guillem; Fearnhead, Paul; Bourque, Guillaume Constrained dynamic programming and supervised penalty learning algorithms for peak detection in genomic data. (English) Zbl 1502.92008 J. Mach. Learn. Res. 21, Paper No. 87, 40 p. (2020). MSC: 92D10 92D15 68T05 49L20 PDFBibTeX XMLCite \textit{T. D. Hocking} et al., J. Mach. Learn. Res. 21, Paper No. 87, 40 p. (2020; Zbl 1502.92008) Full Text: Link
Mazumder, Rahul; Saldana, Diego; Weng, Haolei Matrix completion with nonconvex regularization: spectral operators and scalable algorithms. (English) Zbl 1448.62135 Stat. Comput. 30, No. 4, 1113-1138 (2020). MSC: 62M15 62H12 62D10 90C25 15A83 PDFBibTeX XMLCite \textit{R. Mazumder} et al., Stat. Comput. 30, No. 4, 1113--1138 (2020; Zbl 1448.62135) Full Text: DOI arXiv
Harman, Radoslav; Filová, Lenka; Richtárik, Peter A randomized exchange algorithm for computing optimal approximate designs of experiments. (English) Zbl 1437.62299 J. Am. Stat. Assoc. 115, No. 529, 348-361 (2020). MSC: 62K05 68T20 62-04 62J05 PDFBibTeX XMLCite \textit{R. Harman} et al., J. Am. Stat. Assoc. 115, No. 529, 348--361 (2020; Zbl 1437.62299) Full Text: DOI arXiv
Mozharovskyi, Pavlo; Josse, Julie; Husson, François Nonparametric imputation by data depth. (English) Zbl 1437.62071 J. Am. Stat. Assoc. 115, No. 529, 241-253 (2020). MSC: 62D10 90C05 62-04 90C25 PDFBibTeX XMLCite \textit{P. Mozharovskyi} et al., J. Am. Stat. Assoc. 115, No. 529, 241--253 (2020; Zbl 1437.62071) Full Text: DOI arXiv
Chi, Eric C.; Hu, Liuyi; Saibaba, Arvind K.; Rao, Arvind U. K. Going off the grid: iterative model selection for biclustered matrix completion. (English) Zbl 07499010 J. Comput. Graph. Stat. 28, No. 1, 36-47 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{E. C. Chi} et al., J. Comput. Graph. Stat. 28, No. 1, 36--47 (2019; Zbl 07499010) Full Text: DOI arXiv
Doss, Charles R.; Wellner, Jon A. Univariate log-concave density estimation with symmetry or modal constraints. (English) Zbl 1422.62137 Electron. J. Stat. 13, No. 2, 2391-2461 (2019). MSC: 62G07 62G05 62G20 PDFBibTeX XMLCite \textit{C. R. Doss} and \textit{J. A. Wellner}, Electron. J. Stat. 13, No. 2, 2391--2461 (2019; Zbl 1422.62137) Full Text: DOI arXiv Euclid
Gaines, Brian R.; Kim, Juhyun; Zhou, Hua Algorithms for fitting the constrained Lasso. (English) Zbl 07498997 J. Comput. Graph. Stat. 27, No. 4, 861-871 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{B. R. Gaines} et al., J. Comput. Graph. Stat. 27, No. 4, 861--871 (2018; Zbl 07498997) Full Text: DOI Link
Koenker, Roger; Mizera, Ivan Shape constrained density estimation via penalized Rényi divergence. (English) Zbl 1407.62121 Stat. Sci. 33, No. 4, 510-526 (2018). MSC: 62G07 62G05 62E10 PDFBibTeX XMLCite \textit{R. Koenker} and \textit{I. Mizera}, Stat. Sci. 33, No. 4, 510--526 (2018; Zbl 1407.62121) Full Text: DOI Euclid
Champion, Magali; Picheny, Victor; Vignes, Matthieu Inferring large graphs using \(\ell_1\)-penalized likelihood. (English) Zbl 1384.62177 Stat. Comput. 28, No. 4, 905-921 (2018). MSC: 62H12 62J05 62J07 68T05 90C90 PDFBibTeX XMLCite \textit{M. Champion} et al., Stat. Comput. 28, No. 4, 905--921 (2018; Zbl 1384.62177) Full Text: DOI arXiv
Wang, Tengyao; Samworth, Richard J. High dimensional change point estimation via sparse projection. (English) Zbl 1439.62199 J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 1, 57-83 (2018). MSC: 62M10 62H12 60G55 PDFBibTeX XMLCite \textit{T. Wang} and \textit{R. J. Samworth}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 1, 57--83 (2018; Zbl 1439.62199) Full Text: DOI arXiv
Giacobino, Caroline; Sardy, Sylvain; Diaz-Rodriguez, Jairo; Hengartner, Nick Quantile universal threshold. (English) Zbl 1384.62258 Electron. J. Stat. 11, No. 2, 4701-4722 (2017). Reviewer: Denis Sidorov (Irkutsk) MSC: 62J07 62H12 68T05 PDFBibTeX XMLCite \textit{C. Giacobino} et al., Electron. J. Stat. 11, No. 2, 4701--4722 (2017; Zbl 1384.62258) Full Text: DOI arXiv Euclid
Wu, Chong; Kwon, Sunghoon; Shen, Xiaotong; Pan, Wei A new algorithm and theory for penalized regression-based clustering. (English) Zbl 1392.68371 J. Mach. Learn. Res. 17, Paper No. 188, 25 p. (2016). MSC: 68T05 62H30 62J07 90C26 PDFBibTeX XMLCite \textit{C. Wu} et al., J. Mach. Learn. Res. 17, Paper No. 188, 25 p. (2016; Zbl 1392.68371) Full Text: Link
Tsang, Jeffrey; Pereira, Rajesh Taking all positive eigenvectors is suboptimal in classical multidimensional scaling. (English) Zbl 1351.91020 SIAM J. Optim. 26, No. 4, 2080-2090 (2016). MSC: 91C15 62H25 90C20 PDFBibTeX XMLCite \textit{J. Tsang} and \textit{R. Pereira}, SIAM J. Optim. 26, No. 4, 2080--2090 (2016; Zbl 1351.91020) Full Text: DOI arXiv
Khan, Yasmin; Akhtar, Md Tanwir; Shehla, Romana; Khan, Athar Ali Bayesian modeling of forestry data with R using optimization and simulation tools. (English) Zbl 1330.62139 J. Appl. Anal. Comput. 5, No. 1, 38-51 (2015). MSC: 62F15 68U20 46N10 PDFBibTeX XMLCite \textit{Y. Khan} et al., J. Appl. Anal. Comput. 5, No. 1, 38--51 (2015; Zbl 1330.62139)
Kanamori, Takafumi; Takeda, Akiko Numerical study of learning algorithms on Stiefel manifold. (English) Zbl 1331.68184 Comput. Manag. Sci. 11, No. 4, 319-340 (2014). MSC: 68T05 90C25 PDFBibTeX XMLCite \textit{T. Kanamori} and \textit{A. Takeda}, Comput. Manag. Sci. 11, No. 4, 319--340 (2014; Zbl 1331.68184) Full Text: DOI
Yang, Dan; Small, Dylan S. An R package and a study of methods for computing empirical likelihood. (English) Zbl 1431.62011 J. Stat. Comput. Simulation 83, No. 7, 1363-1372 (2013). MSC: 62-04 62G05 62P20 PDFBibTeX XMLCite \textit{D. Yang} and \textit{D. S. Small}, J. Stat. Comput. Simulation 83, No. 7, 1363--1372 (2013; Zbl 1431.62011) Full Text: DOI
Hibi, Takayuki (ed.) Gröbner bases. Statistics and software systems. Transl. from the Japanese. (English) Zbl 1282.13003 Tokyo: Springer (ISBN 978-4-431-54573-6/hbk; 978-4-431-54574-3/ebook). xv, 474 p. (2013). MSC: 13-06 13P10 13D40 13P25 52B20 12H05 00B15 PDFBibTeX XMLCite \textit{T. Hibi} (ed.), Gröbner bases. Statistics and software systems. Transl. from the Japanese. Tokyo: Springer (2013; Zbl 1282.13003) Full Text: DOI
Mazumder, Rahul; Hastie, Trevor The graphical lasso: new insights and alternatives. (English) Zbl 1295.62066 Electron. J. Stat. 6, 2125-2149 (2012). MSC: 62H99 62A09 62-04 90C22 68T05 PDFBibTeX XMLCite \textit{R. Mazumder} and \textit{T. Hastie}, Electron. J. Stat. 6, 2125--2149 (2012; Zbl 1295.62066) Full Text: DOI arXiv Euclid
Zhang, Hefa; Li, Liping; Li, Wanchun Independent component analysis based on fast proximal gradient. (English) Zbl 1253.94029 Circuits Syst. Signal Process. 31, No. 2, 583-593 (2012). MSC: 94A12 90C25 PDFBibTeX XMLCite \textit{H. Zhang} et al., Circuits Syst. Signal Process. 31, No. 2, 583--593 (2012; Zbl 1253.94029) Full Text: DOI
Cule, Madeleine; Samworth, Richard; Stewart, Michael [Rufibach, Kaspar; Delaigle, Aurore; Zhang, Wenyang; Li, Jialiang; Gopal, Vikneswaran; Casella, George; Xue, Jing-Hao; Titterington, D. M.; Lu, Kevin; Young, Alastair; Stone, Mervyn; Xia, Yingcun; Tong, Howell; Cheng, Ming-Yen; Hall, Peter; Wellner, Jon; Seregin, Arseni; Koenker, Roger; Mizera, Ivan; Anagnostopoulos, Christoforos; Böhning, Dankmar; Wang, Yong; Chacón, José E.; Chen, Yining; Critchley, Frank; Dannemann, Jörn; Munk, Axel; Draper, David; Hazelton, Martin L.; Jang, Woncheol; Lim, Johan; Jankowski, Hanna K.; Kypraios, Theodore; Preston, Simon P.; White, Simon R.; Leng, Chenlei; Jeon, Yongho; Schuhmacher, Dominic; Walther, Guenther] Maximum likelihood estimation of a multi-dimensional log-concave density. With discussion and authors’ reply. (English) Zbl 1411.62055 J. R. Stat. Soc., Ser. B, Stat. Methodol. 72, No. 5, 545-607 (2010). MSC: 62F10 62G07 90C25 62-02 PDFBibTeX XMLCite \textit{M. Cule} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 72, No. 5, 545--607 (2010; Zbl 1411.62055) Full Text: DOI arXiv