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Jorgensen, Palle E. T.; Song, Myung-Sin; Tian, James Infinite-dimensional stochastic transforms and reproducing kernel Hilbert space. (English) Zbl 07739023 Sampl. Theory Signal Process. Data Anal. 21, No. 1, Paper No. 12, 27 p. (2023). MSC: 47B32 41A15 41A65 42A82 42C15 46E22 47A05 47N10 60G15 62H25 68T07 81S05 90C20 94A08 94A12 94A20 PDFBibTeX XMLCite \textit{P. E. T. Jorgensen} et al., Sampl. Theory Signal Process. Data Anal. 21, No. 1, Paper No. 12, 27 p. (2023; Zbl 07739023) Full Text: DOI arXiv
Hwang, Seung-gyu; L’Huillier, Benjamin; Keeley, Ryan E.; Jee, M. James; Shafieloo, Arman How to use GP: effects of the mean function and hyperparameter selection on Gaussian process regression. (English) Zbl 1520.85002 J. Cosmol. Astropart. Phys. 2023, No. 2, Paper No. 14, 20 p. (2023). MSC: 85A15 62C12 68T05 62D05 60G15 14D21 30C40 PDFBibTeX XMLCite \textit{S.-g. Hwang} et al., J. Cosmol. Astropart. Phys. 2023, No. 2, Paper No. 14, 20 p. (2023; Zbl 1520.85002) Full Text: DOI arXiv
Steinwart, Ingo; Ziegel, Johanna F. Strictly proper kernel scores and characteristic kernels on compact spaces. (English) Zbl 1462.62774 Appl. Comput. Harmon. Anal. 51, 510-542 (2021). MSC: 62R40 62G07 62M20 68T05 42A82 46E22 47B34 47G10 62P12 86A08 PDFBibTeX XMLCite \textit{I. Steinwart} and \textit{J. F. Ziegel}, Appl. Comput. Harmon. Anal. 51, 510--542 (2021; Zbl 1462.62774) Full Text: DOI arXiv
Jorgensen, Palle E. T.; Song, Myung-Sin; Tian, James Positive Definite Kernels, Algorithms, Frames, and Approximations. arXiv:2104.11807 Preprint, arXiv:2104.11807 [math.FA] (2021). MSC: 47B32 41A15 41A65 42A82 42C15 46E22 47A05 47N10 60G15 62H25 68T07 90C20 94A08 94A12 94A20 BibTeX Cite \textit{P. E. T. Jorgensen} et al., ``Positive Definite Kernels, Algorithms, Frames, and Approximations'', Preprint, arXiv:2104.11807 [math.FA] (2021) Full Text: arXiv OA License
Bishwas, Arit Kumar; Mani, Ashish; Palade, Vasile Gaussian kernel in quantum learning. (English) Zbl 1441.81053 Int. J. Quantum Inf. 18, No. 3, Article ID 2050006, 11 p. (2020). MSC: 81P68 68T05 68Q32 30C40 PDFBibTeX XMLCite \textit{A. K. Bishwas} et al., Int. J. Quantum Inf. 18, No. 3, Article ID 2050006, 11 p. (2020; Zbl 1441.81053) Full Text: DOI arXiv
Welchowski, Thomas; Schmid, Matthias Sparse kernel deep stacking networks. (English) Zbl 1505.62422 Comput. Stat. 34, No. 3, 993-1014 (2019). MSC: 62-08 62G08 68T05 PDFBibTeX XMLCite \textit{T. Welchowski} and \textit{M. Schmid}, Comput. Stat. 34, No. 3, 993--1014 (2019; Zbl 1505.62422) Full Text: DOI
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Li, Qi; Du, Xiaodong; Zhang, Honglue; Xing, Liping Multiple kernel LSSVM modeling algorithm based on moving window. (Chinese. English summary) Zbl 1399.93015 J. Dalian Univ. Technol. 57, No. 5, 511-516 (2017). MSC: 93A30 68T05 93E24 30C40 PDFBibTeX XMLCite \textit{Q. Li} et al., J. Dalian Univ. Technol. 57, No. 5, 511--516 (2017; Zbl 1399.93015) Full Text: DOI
Belazzougui, Djamal; Cunial, Fabio A framework for space-efficient string kernels. (English) Zbl 1380.68463 Algorithmica 79, No. 3, 857-883 (2017). MSC: 68W32 68P05 PDFBibTeX XMLCite \textit{D. Belazzougui} and \textit{F. Cunial}, Algorithmica 79, No. 3, 857--883 (2017; Zbl 1380.68463) Full Text: DOI arXiv
Yang, Lei; Fang, Yixin; Wang, Junhui; Shao, Yongzhao Variable selection for partially linear models via learning gradients. (English) Zbl 1379.62034 Electron. J. Stat. 11, No. 2, 2907-2930 (2017). Reviewer: Philipp Doebler (Dortmund) MSC: 62G08 62J07 46E22 68T05 62G20 PDFBibTeX XMLCite \textit{L. Yang} et al., Electron. J. Stat. 11, No. 2, 2907--2930 (2017; Zbl 1379.62034) Full Text: DOI Euclid
Bouvrie, Jake; Hamzi, Boumediene Kernel methods for the approximation of nonlinear systems. (English) Zbl 1368.93248 SIAM J. Control Optim. 55, No. 4, 2460-2492 (2017). MSC: 93C10 68T05 93C15 37M10 30C40 41A65 46E22 PDFBibTeX XMLCite \textit{J. Bouvrie} and \textit{B. Hamzi}, SIAM J. Control Optim. 55, No. 4, 2460--2492 (2017; Zbl 1368.93248) Full Text: DOI arXiv
Mihov, Eugene D.; Nepomnyashchiy, Oleg V. Selecting informative variables in the identification problem. (English) Zbl 1524.68288 J. Sib. Fed. Univ., Math. Phys. 9, No. 4, 473-480 (2016). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{E. D. Mihov} and \textit{O. V. Nepomnyashchiy}, J. Sib. Fed. Univ., Math. Phys. 9, No. 4, 473--480 (2016; Zbl 1524.68288) Full Text: DOI MNR
Yang, Lei; Lv, Shaogao; Wang, Junhui Model-free variable selection in reproducing kernel Hilbert space. (English) Zbl 1360.62199 J. Mach. Learn. Res. 17, Paper No. 82, 24 p. (2016). MSC: 62G08 46E22 62J07 68T05 PDFBibTeX XMLCite \textit{L. Yang} et al., J. Mach. Learn. Res. 17, Paper No. 82, 24 p. (2016; Zbl 1360.62199) Full Text: Link
Carrizosa, Emilio; Martín-Barragán, Belén; Morales, Dolores Romero A nested heuristic for parameter tuning in support vector machines. (English) Zbl 1349.62260 Comput. Oper. Res. 43, 328-334 (2014). MSC: 62H30 68T05 90C59 PDFBibTeX XMLCite \textit{E. Carrizosa} et al., Comput. Oper. Res. 43, 328--334 (2014; Zbl 1349.62260) Full Text: DOI Link
Ferreira, Marcelo R. P.; de Carvalho, Francisco de A. T. Kernel fuzzy \(c\)-means with automatic variable weighting. (English) Zbl 1315.62056 Fuzzy Sets Syst. 237, 1-46 (2014). MSC: 62H86 62G08 62H30 68T05 68T10 PDFBibTeX XMLCite \textit{M. R. P. Ferreira} and \textit{F. de A. T. de Carvalho}, Fuzzy Sets Syst. 237, 1--46 (2014; Zbl 1315.62056) Full Text: DOI
Zhou, Ding-Xuan On grouping effect of elastic net. (English) Zbl 1285.68145 Stat. Probab. Lett. 83, No. 9, 2108-2112 (2013). MSC: 68T05 42B10 PDFBibTeX XMLCite \textit{D.-X. Zhou}, Stat. Probab. Lett. 83, No. 9, 2108--2112 (2013; Zbl 1285.68145) Full Text: DOI
Gnecco, Giorgio; Kůrková, Věra; Sanguineti, Marcello Some comparisons of complexity in dictionary-based and linear computational models. (English) Zbl 1217.68184 Neural Netw. 24, No. 2, 171-182 (2011). MSC: 68T05 41A45 92B20 PDFBibTeX XMLCite \textit{G. Gnecco} et al., Neural Netw. 24, No. 2, 171--182 (2011; Zbl 1217.68184) Full Text: DOI
Hickernell, Fred J.; Müller-Gronbach, Thomas; Niu, Ben; Ritter, Klaus Multi-level Monte Carlo algorithms for infinite-dimensional integration on \(\mathbb R^{\mathbb N}\). (English) Zbl 1207.65005 J. Complexity 26, No. 3, 229-254 (2010). Reviewer: Vassil Grozdanov (Blagoevgrad) MSC: 65C05 68W20 68W40 46E22 28A25 65Y20 65D32 41A55 41A63 PDFBibTeX XMLCite \textit{F. J. Hickernell} et al., J. Complexity 26, No. 3, 229--254 (2010; Zbl 1207.65005) Full Text: DOI
Bierman, Surette; Steel, Sarel Variable selection for support vector machines. (English) Zbl 1191.62112 Commun. Stat., Simulation Comput. 38, No. 8, 1640-1658 (2009). MSC: 62H30 68T05 65C05 PDFBibTeX XMLCite \textit{S. Bierman} and \textit{S. Steel}, Commun. Stat., Simulation Comput. 38, No. 8, 1640--1658 (2009; Zbl 1191.62112) Full Text: DOI
Hofmann, Thomas; Schölkopf, Bernhard; Smola, Alexander J. Kernel methods in machine learning. (English) Zbl 1151.30007 Ann. Stat. 36, No. 3, 1171-1220 (2008). Reviewer: Miloš Čanak (Beograd) MSC: 30C40 68T05 PDFBibTeX XMLCite \textit{T. Hofmann} et al., Ann. Stat. 36, No. 3, 1171--1220 (2008; Zbl 1151.30007) Full Text: DOI arXiv
Dong, Xuemei; Zhou, Ding-Xuan Learning gradients by a gradient descent algorithm. (English) Zbl 1142.68060 J. Math. Anal. Appl. 341, No. 2, 1018-1027 (2008). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Dong} and \textit{D.-X. Zhou}, J. Math. Anal. Appl. 341, No. 2, 1018--1027 (2008; Zbl 1142.68060) Full Text: DOI
Mukherjee, Sayan; Wu, Qiang Estimation of gradients and coordinate covariation in classification. (English) Zbl 1222.62078 J. Mach. Learn. Res. 7, 2481-2514 (2006). MSC: 62H30 68T05 46N30 PDFBibTeX XMLCite \textit{S. Mukherjee} and \textit{Q. Wu}, J. Mach. Learn. Res. 7, 2481--2514 (2006; Zbl 1222.62078) Full Text: Link
Mukherjee, Sayan; Zhou, Ding-Xuan Learning coordinate covariances via gradients. (English) Zbl 1222.68270 J. Mach. Learn. Res. 7, 519-549 (2006). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. Mukherjee} and \textit{D.-X. Zhou}, J. Mach. Learn. Res. 7, 519--549 (2006; Zbl 1222.68270) Full Text: Link
Strauss, Olivier; Comby, Frédéric Fuzzy morphology with a varying kernel for omnidirectional single view point images. (Opérations morphologiques floues à noyaux variables pour images omnidirectionnelles à point de vue unique.) (French) Zbl 1090.94512 Trait. Signal 22, No. 5, 453-468 (2005). MSC: 94A08 68U10 94D05 PDFBibTeX XMLCite \textit{O. Strauss} and \textit{F. Comby}, Trait. Signal 22, No. 5, 453--468 (2005; Zbl 1090.94512)
Fukumizu, Kenji; Bach, Francis R.; Jordan, Michael I. Dimensionality reduction for supervised learning with reproducing kernel Hilbert spaces. (English) Zbl 1222.62069 J. Mach. Learn. Res. 5, 73-99 (2004). MSC: 62H30 62J99 68T05 PDFBibTeX XMLCite \textit{K. Fukumizu} et al., J. Mach. Learn. Res. 5, 73--99 (2004; Zbl 1222.62069) Full Text: Link
Saitoh, Saburou Some general approximation error and convergence rate estimates in statistical learning theory. (English) Zbl 1102.68589 Rassias, Themistocles M. (ed.), Functional equations, inequalities and applications. Dordrecht: Kluwer Academic Publishers; (ISBN 1-4020-1578-X/hbk). 159-165 (2003). MSC: 68T05 30C40 44A05 35A22 PDFBibTeX XMLCite \textit{S. Saitoh}, in: Functional equations, inequalities and applications. Dordrecht: Kluwer Academic Publishers. 159--165 (2003; Zbl 1102.68589)
Saitoh, Saburou New type approximation error and convergence rate estimates in statistical learning theory. (English) Zbl 1031.68103 J. Anal. Appl. 1, No. 1, 33-39 (2003). MSC: 68T05 30C40 35A22 PDFBibTeX XMLCite \textit{S. Saitoh}, J. Anal. Appl. 1, No. 1, 33--39 (2003; Zbl 1031.68103)
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