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Park, Yeonjoo; Oh, Hee-Seok; Lim, Yaeji A data-adaptive dimension reduction for functional data via penalized low-rank approximation. (English) Zbl 07800673 Stat. Comput. 34, No. 1, Paper No. 36, 19 p. (2024). MSC: 62-08 62H25 62R10 PDFBibTeX XMLCite \textit{Y. Park} et al., Stat. Comput. 34, No. 1, Paper No. 36, 19 p. (2024; Zbl 07800673) Full Text: DOI
Huang, Hsin-Hsiung; Yu, Feng; Fan, Xing; Zhang, Teng A framework of regularized low-rank matrix models for regression and classification. (English) Zbl 1523.62014 Stat. Comput. 34, No. 1, Paper No. 10, 19 p. (2024). MSC: 62-08 62H12 62J12 92C55 PDFBibTeX XMLCite \textit{H.-H. Huang} et al., Stat. Comput. 34, No. 1, Paper No. 10, 19 p. (2024; Zbl 1523.62014) Full Text: DOI
Merad, Ibrahim; Gaïffas, Stéphane Robust supervised learning with coordinate gradient descent. (English) Zbl 1517.62038 Stat. Comput. 33, No. 5, Paper No. 116, 39 p. (2023). MSC: 62-08 62F35 68T05 PDFBibTeX XMLCite \textit{I. Merad} and \textit{S. Gaïffas}, Stat. Comput. 33, No. 5, Paper No. 116, 39 p. (2023; Zbl 1517.62038) Full Text: DOI arXiv
Papamarkou, Theodore; Nasrin, Farzana; Lawson, Austin; Gong, Na; Rios, Orlando; Maroulas, Vasileios A random persistence diagram generator. (English) Zbl 1496.62020 Stat. Comput. 32, No. 5, Paper No. 88, 15 p. (2022). MSC: 62-08 55N35 62R40 PDFBibTeX XMLCite \textit{T. Papamarkou} et al., Stat. Comput. 32, No. 5, Paper No. 88, 15 p. (2022; Zbl 1496.62020) Full Text: DOI arXiv
Paulin, Daniel; Jasra, Ajay; Beskos, Alexandros; Crisan, Dan A 4D-Var method with flow-dependent background covariances for the shallow-water equations. (English) Zbl 1495.62013 Stat. Comput. 32, No. 4, Paper No. 65, 15 p. (2022). MSC: 62-08 62M20 86A05 PDFBibTeX XMLCite \textit{D. Paulin} et al., Stat. Comput. 32, No. 4, Paper No. 65, 15 p. (2022; Zbl 1495.62013) Full Text: DOI arXiv
Eigel, Martin; Gruhlke, Robert; Marschall, Manuel Low-rank tensor reconstruction of concentrated densities with application to Bayesian inversion. (English) Zbl 1484.62002 Stat. Comput. 32, No. 2, Paper No. 27, 27 p. (2022). MSC: 62-08 62F15 62G07 60H35 65N35 PDFBibTeX XMLCite \textit{M. Eigel} et al., Stat. Comput. 32, No. 2, Paper No. 27, 27 p. (2022; Zbl 1484.62002) Full Text: DOI arXiv
Lambert, Marc; Bonnabel, Silvère; Bach, Francis The recursive variational Gaussian approximation (R-VGA). (English) Zbl 1477.62012 Stat. Comput. 32, No. 1, Paper No. 10, 24 p. (2022). MSC: 62-08 62L20 93E11 PDFBibTeX XMLCite \textit{M. Lambert} et al., Stat. Comput. 32, No. 1, Paper No. 10, 24 p. (2022; Zbl 1477.62012) Full Text: DOI HAL
Leluc, Rémi; Portier, François; Segers, Johan Control variate selection for Monte Carlo integration. (English) Zbl 1475.62046 Stat. Comput. 31, No. 4, Paper No. 50, 27 p. (2021). MSC: 62-08 62J07 65C05 PDFBibTeX XMLCite \textit{R. Leluc} et al., Stat. Comput. 31, No. 4, Paper No. 50, 27 p. (2021; Zbl 1475.62046) Full Text: DOI arXiv
Coullon, Jeremie; Webber, Robert J. Ensemble sampler for infinite-dimensional inverse problems. (English) Zbl 1475.62024 Stat. Comput. 31, No. 3, Paper No. 28, 9 p. (2021). MSC: 62-08 65C05 35R30 62F15 PDFBibTeX XMLCite \textit{J. Coullon} and \textit{R. J. Webber}, Stat. Comput. 31, No. 3, Paper No. 28, 9 p. (2021; Zbl 1475.62024) Full Text: DOI arXiv
Tronarp, Filip; Särkkä, Simo; Hennig, Philipp Bayesian ODE solvers: the maximum a posteriori estimate. (English) Zbl 1475.62061 Stat. Comput. 31, No. 3, Paper No. 23, 18 p. (2021). MSC: 62-08 PDFBibTeX XMLCite \textit{F. Tronarp} et al., Stat. Comput. 31, No. 3, Paper No. 23, 18 p. (2021; Zbl 1475.62061) Full Text: DOI arXiv
Gautier, Guillaume; Bardenet, Rémi; Valko, Michal Fast sampling from \(\beta \)-ensembles. (English) Zbl 1462.62025 Stat. Comput. 31, No. 1, Paper No. 7, 20 p. (2021). MSC: 62-08 60K35 65C40 60B20 PDFBibTeX XMLCite \textit{G. Gautier} et al., Stat. Comput. 31, No. 1, Paper No. 7, 20 p. (2021; Zbl 1462.62025) Full Text: DOI arXiv
Akyildiz, Ömer Deniz; Crisan, Dan; Míguez, Joaquín Parallel sequential Monte Carlo for stochastic gradient-free nonconvex optimization. (English) Zbl 1452.62025 Stat. Comput. 30, No. 6, 1645-1663 (2020). MSC: 62-08 65C05 65Y05 90C26 PDFBibTeX XMLCite \textit{Ö. D. Akyildiz} et al., Stat. Comput. 30, No. 6, 1645--1663 (2020; Zbl 1452.62025) Full Text: DOI arXiv
Sportisse, Aude; Boyer, Claire; Josse, Julie Imputation and low-rank estimation with missing not at random data. (English) Zbl 1452.62174 Stat. Comput. 30, No. 6, 1629-1643 (2020). MSC: 62D10 62H12 62P10 PDFBibTeX XMLCite \textit{A. Sportisse} et al., Stat. Comput. 30, No. 6, 1629--1643 (2020; Zbl 1452.62174) Full Text: DOI arXiv
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
Glaws, Andrew; Constantine, Paul G.; Cook, R. Dennis Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments. (English) Zbl 1436.62337 Stat. Comput. 30, No. 2, 237-253 (2020). MSC: 62J07 62G08 62H25 PDFBibTeX XMLCite \textit{A. Glaws} et al., Stat. Comput. 30, No. 2, 237--253 (2020; Zbl 1436.62337) Full Text: DOI arXiv
Karvonen, Toni; Kanagawa, Motonobu; Särkkä, Simo On the positivity and magnitudes of Bayesian quadrature weights. (English) Zbl 1435.62029 Stat. Comput. 29, No. 6, 1317-1333 (2019). MSC: 62-08 62F15 65C99 65D30 PDFBibTeX XMLCite \textit{T. Karvonen} et al., Stat. Comput. 29, No. 6, 1317--1333 (2019; Zbl 1435.62029) Full Text: DOI arXiv
Karvonen, Toni; Särkkä, Simo; Oates, Chris. J. Symmetry exploits for Bayesian cubature methods. (English) Zbl 1435.62030 Stat. Comput. 29, No. 6, 1231-1248 (2019). MSC: 62-08 62F15 65C99 65D32 PDFBibTeX XMLCite \textit{T. Karvonen} et al., Stat. Comput. 29, No. 6, 1231--1248 (2019; Zbl 1435.62030) Full Text: DOI arXiv
Ehler, Martin; Gräf, Manuel; Oates, Chris. J. Optimal Monte Carlo integration on closed manifolds. (English) Zbl 1436.62724 Stat. Comput. 29, No. 6, 1203-1214 (2019). MSC: 62R30 62F15 65C05 41A55 53C20 PDFBibTeX XMLCite \textit{M. Ehler} et al., Stat. Comput. 29, No. 6, 1203--1214 (2019; Zbl 1436.62724) Full Text: DOI arXiv
Yue, Yuguang; Vandenberghe, Lieven; Wong, Weng Kee T-optimal designs for multi-factor polynomial regression models via a semidefinite relaxation method. (English) Zbl 1430.62176 Stat. Comput. 29, No. 4, 725-738 (2019). MSC: 62K05 62J02 90C22 PDFBibTeX XMLCite \textit{Y. Yue} et al., Stat. Comput. 29, No. 4, 725--738 (2019; Zbl 1430.62176) Full Text: DOI arXiv
Paine, P. J.; Preston, Simon P.; Tsagris, M.; Wood, Andrew T. A. An elliptically symmetric angular Gaussian distribution. (English) Zbl 1384.62047 Stat. Comput. 28, No. 3, 689-697 (2018). MSC: 62E15 62H11 62F40 PDFBibTeX XMLCite \textit{P. J. Paine} et al., Stat. Comput. 28, No. 3, 689--697 (2018; Zbl 1384.62047) Full Text: DOI
Green, Peter J.; Łatuszyński, Krzysztof; Pereyra, Marcelo; Robert, Christian P. Bayesian computation: a summary of the current state, and samples backwards and forwards. (English) Zbl 1331.62017 Stat. Comput. 25, No. 4, 835-862 (2015). MSC: 62-03 01A65 65C60 PDFBibTeX XMLCite \textit{P. J. Green} et al., Stat. Comput. 25, No. 4, 835--862 (2015; Zbl 1331.62017) Full Text: DOI arXiv