Cavalheiro, Lucca Portes; Bernard, Simon; Barddal, Jean Paul; Heutte, Laurent Random forest kernel for high-dimension low sample size classification. (English) Zbl 1523.62007 Stat. Comput. 34, No. 1, Paper No. 9, 16 p. (2024). MSC: 62-08 62H30 68T05 PDFBibTeX XMLCite \textit{L. P. Cavalheiro} et al., Stat. Comput. 34, No. 1, Paper No. 9, 16 p. (2024; Zbl 1523.62007) Full Text: DOI arXiv
Bodenham, Dean A.; Kawahara, Yoshinobu EuMMD: efficiently computing the MMD two-sample test statistic for univariate data. (English) Zbl 1517.62006 Stat. Comput. 33, No. 5, Paper No. 110, 14 p. (2023). MSC: 62-08 62G10 PDFBibTeX XMLCite \textit{D. A. Bodenham} and \textit{Y. Kawahara}, Stat. Comput. 33, No. 5, Paper No. 110, 14 p. (2023; Zbl 1517.62006) Full Text: DOI
Pronzato, Luc Performance analysis of greedy algorithms for minimising a maximum mean discrepancy. (English) Zbl 1499.62029 Stat. Comput. 33, No. 1, Paper No. 14, 24 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{L. Pronzato}, Stat. Comput. 33, No. 1, Paper No. 14, 24 p. (2023; Zbl 1499.62029) Full Text: DOI arXiv
Yatracos, Yannis G. Limitations of the Wasserstein MDE for univariate data. (English) Zbl 1499.62041 Stat. Comput. 32, No. 6, Paper No. 95, 11 p. (2022). MSC: 62-08 62E20 62G05 PDFBibTeX XMLCite \textit{Y. G. Yatracos}, Stat. Comput. 32, No. 6, Paper No. 95, 11 p. (2022; Zbl 1499.62041) Full Text: DOI
Forbes, Florence; Nguyen, Hien Duy; Nguyen, TrungTin; Arbel, Julyan Summary statistics and discrepancy measures for approximate Bayesian computation via surrogate posteriors. (English) Zbl 1496.62011 Stat. Comput. 32, No. 5, Paper No. 85, 20 p. (2022). MSC: 62-08 62F15 PDFBibTeX XMLCite \textit{F. Forbes} et al., Stat. Comput. 32, No. 5, Paper No. 85, 20 p. (2022; Zbl 1496.62011) Full Text: DOI
Constantin, Alexandre; Fauvel, Mathieu; Girard, Stéphane Mixture of multivariate Gaussian processes for classification of irregularly sampled satellite image time-series. (English) Zbl 1496.62009 Stat. Comput. 32, No. 5, Paper No. 79, 20 p. (2022). MSC: 62-08 62H30 60G15 62M10 PDFBibTeX XMLCite \textit{A. Constantin} et al., Stat. Comput. 32, No. 5, Paper No. 79, 20 p. (2022; Zbl 1496.62009) Full Text: DOI
Kook, Lucas; Sick, Beate; Bühlmann, Peter Distributional anchor regression. (English) Zbl 1491.62009 Stat. Comput. 32, No. 3, Paper No. 39, 19 p. (2022). MSC: 62-08 62J05 62P10 PDFBibTeX XMLCite \textit{L. Kook} et al., Stat. Comput. 32, No. 3, Paper No. 39, 19 p. (2022; Zbl 1491.62009) Full Text: DOI arXiv
Drovandi, Christopher; Frazier, David T. A comparison of likelihood-free methods with and without summary statistics. (English) Zbl 1486.62003 Stat. Comput. 32, No. 3, Paper No. 42, 23 p. (2022). MSC: 62-08 62F15 PDFBibTeX XMLCite \textit{C. Drovandi} and \textit{D. T. Frazier}, Stat. Comput. 32, No. 3, Paper No. 42, 23 p. (2022; Zbl 1486.62003) Full Text: DOI arXiv
Kuntz, Juan; Crucinio, Francesca R.; Johansen, Adam M. Product-form estimators: exploiting independence to scale up Monte Carlo. (English) Zbl 1477.62011 Stat. Comput. 32, No. 1, Paper No. 12, 22 p. (2022). MSC: 62-08 65C05 PDFBibTeX XMLCite \textit{J. Kuntz} et al., Stat. Comput. 32, No. 1, Paper No. 12, 22 p. (2022; Zbl 1477.62011) Full Text: DOI arXiv
Schreurs, Joachim; Vranckx, Iwein; Hubert, Mia; Suykens, Johan A. K.; Rousseeuw, Peter J. Outlier detection in non-elliptical data by kernel MRCD. (English) Zbl 1475.62056 Stat. Comput. 31, No. 5, Paper No. 66, 18 p. (2021). MSC: 62-08 PDFBibTeX XMLCite \textit{J. Schreurs} et al., Stat. Comput. 31, No. 5, Paper No. 66, 18 p. (2021; Zbl 1475.62056) Full Text: DOI arXiv
Palade, D. I.; Vlad, M. Fast generation of Gaussian random fields for direct numerical simulations of stochastic transport. (English) Zbl 1475.62054 Stat. Comput. 31, No. 5, Paper No. 60, 15 p. (2021). MSC: 62-08 62M40 PDFBibTeX XMLCite \textit{D. I. Palade} and \textit{M. Vlad}, Stat. Comput. 31, No. 5, Paper No. 60, 15 p. (2021; Zbl 1475.62054) Full Text: DOI arXiv
Wang, Junyang; Cockayne, Jon; Chkrebtii, Oksana; Sullivan, T. J.; Oates, Chris. J. Bayesian numerical methods for nonlinear partial differential equations. (English) Zbl 1475.62064 Stat. Comput. 31, No. 5, Paper No. 55, 20 p. (2021). MSC: 62-08 PDFBibTeX XMLCite \textit{J. Wang} et al., Stat. Comput. 31, No. 5, Paper No. 55, 20 p. (2021; Zbl 1475.62064) Full Text: DOI arXiv
Roy, Angshuman; Sarkar, Soham; Ghosh, Anil K.; Goswami, Alok On some consistent tests of mutual independence among several random vectors of arbitrary dimensions. (English) Zbl 1452.62355 Stat. Comput. 30, No. 6, 1707-1723 (2020). MSC: 62H05 62H15 PDFBibTeX XMLCite \textit{A. Roy} et al., Stat. Comput. 30, No. 6, 1707--1723 (2020; Zbl 1452.62355) Full Text: DOI
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
Lomelí, M.; Rowland, M.; Gretton, A.; Ghahramani, Z. Antithetic and Monte Carlo kernel estimators for partial rankings. (English) Zbl 1430.62050 Stat. Comput. 29, No. 5, 1127-1147 (2019). MSC: 62F07 65C05 46E22 PDFBibTeX XMLCite \textit{M. Lomelí} et al., Stat. Comput. 29, No. 5, 1127--1147 (2019; Zbl 1430.62050) Full Text: DOI arXiv
Cui, Ruifei; Groot, Perry; Heskes, Tom Learning causal structure from mixed data with missing values using Gaussian copula models. (English) Zbl 1430.62099 Stat. Comput. 29, No. 2, 311-333 (2019). MSC: 62H05 62D10 68T05 PDFBibTeX XMLCite \textit{R. Cui} et al., Stat. Comput. 29, No. 2, 311--333 (2019; Zbl 1430.62099) Full Text: DOI
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
Zhang, Qinyi; Filippi, Sarah; Gretton, Arthur; Sejdinovic, Dino Large-scale kernel methods for independence testing. (English) Zbl 1384.62154 Stat. Comput. 28, No. 1, 113-130 (2018). MSC: 62G10 62H20 68T05 PDFBibTeX XMLCite \textit{Q. Zhang} et al., Stat. Comput. 28, No. 1, 113--130 (2018; Zbl 1384.62154) Full Text: DOI arXiv
Chen, Ray-Bing; Guo, Meihui; Härdle, Wolfgang K.; Huang, Shih-Feng COPICA – independent component analysis via copula techniques. (English) Zbl 1331.65027 Stat. Comput. 25, No. 2, 273-288 (2015). MSC: 65C60 62H25 PDFBibTeX XMLCite \textit{R.-B. Chen} et al., Stat. Comput. 25, No. 2, 273--288 (2015; Zbl 1331.65027) Full Text: DOI
Bouveyron, C.; Fauvel, M.; Girard, S. Kernel discriminant analysis and clustering with parsimonious Gaussian process models. (English) Zbl 1331.62302 Stat. Comput. 25, No. 6, 1143-1162 (2015). MSC: 62H30 PDFBibTeX XMLCite \textit{C. Bouveyron} et al., Stat. Comput. 25, No. 6, 1143--1162 (2015; Zbl 1331.62302) Full Text: DOI arXiv
Vujačić, Ivan; Dattner, Itai; González, Javier; Wit, Ernst Time-course window estimator for ordinary differential equations linear in the parameters. (English) Zbl 1331.62109 Stat. Comput. 25, No. 6, 1057-1070 (2015). MSC: 62F10 62F12 60H10 PDFBibTeX XMLCite \textit{I. Vujačić} et al., Stat. Comput. 25, No. 6, 1057--1070 (2015; Zbl 1331.62109) Full Text: DOI
Schölkopf, Bernhard; Muandet, Krikamol; Fukumizu, Kenji; Harmeling, Stefan; Peters, Jonas Computing functions of random variables via reproducing kernel Hilbert space representations. (English) Zbl 1331.62206 Stat. Comput. 25, No. 4, 755-766 (2015). MSC: 62G05 60F05 62H99 60F25 90C15 PDFBibTeX XMLCite \textit{B. Schölkopf} et al., Stat. Comput. 25, No. 4, 755--766 (2015; Zbl 1331.62206) Full Text: DOI arXiv
Hansen, Niels Richard Nonparametric likelihood based estimation of linear filters for point processes. (English) Zbl 1331.62195 Stat. Comput. 25, No. 3, 609-618 (2015). MSC: 62G05 PDFBibTeX XMLCite \textit{N. R. Hansen}, Stat. Comput. 25, No. 3, 609--618 (2015; Zbl 1331.62195) Full Text: DOI arXiv
Slawski, Martin The structured elastic net for quantile regression and support vector classification. (English) Zbl 1322.62041 Stat. Comput. 22, No. 1, 153-168 (2012). MSC: 62-07 62J12 62H12 65C60 68T05 PDFBibTeX XMLCite \textit{M. Slawski}, Stat. Comput. 22, No. 1, 153--168 (2012; Zbl 1322.62041) Full Text: DOI