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Sembach, Lena; Burgard, Jan Pablo; Schulz, Volker A Riemannian Newton trust-region method for fitting Gaussian mixture models. (English) Zbl 1477.62015 Stat. Comput. 32, No. 1, Paper No. 8, 20 p. (2022). MSC: 62-08 62H30 62R30 65K05 PDFBibTeX XMLCite \textit{L. Sembach} et al., Stat. Comput. 32, No. 1, Paper No. 8, 20 p. (2022; Zbl 1477.62015) Full Text: DOI arXiv
Price, Bradley S.; Molstad, Aaron J.; Sherwood, Ben Estimating multiple precision matrices with cluster fusion regularization. (English) Zbl 07499920 J. Comput. Graph. Stat. 30, No. 4, 823-834 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{B. S. Price} et al., J. Comput. Graph. Stat. 30, No. 4, 823--834 (2021; Zbl 07499920) Full Text: DOI arXiv
Amira, Ouafa; Zhang, Jiang-She; Liu, Junmin Fuzzy c-means clustering with conditional probability based K-L information regularization. (English) Zbl 07497109 J. Stat. Comput. Simulation 91, No. 13, 2699-2716 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{O. Amira} et al., J. Stat. Comput. Simulation 91, No. 13, 2699--2716 (2021; Zbl 07497109) Full Text: DOI
Bartels, Simon; Hennig, Philipp Conjugate gradients for kernel machines. (English) Zbl 1498.68223 J. Mach. Learn. Res. 21, Paper No. 55, 42 p. (2020). MSC: 68T05 60G15 62-08 62J05 62M20 PDFBibTeX XMLCite \textit{S. Bartels} and \textit{P. Hennig}, J. Mach. Learn. Res. 21, Paper No. 55, 42 p. (2020; Zbl 1498.68223) Full Text: arXiv Link
Kumar, Sandeep; Ying, Jiaxi; Cardoso, José Vinícius de M.; Palomar, Daniel P. A unified framework for structured graph learning via spectral constraints. (English) Zbl 1498.68246 J. Mach. Learn. Res. 21, Paper No. 22, 60 p. (2020). MSC: 68T05 05C50 62H12 62H22 62H30 68R10 PDFBibTeX XMLCite \textit{S. Kumar} et al., J. Mach. Learn. Res. 21, Paper No. 22, 60 p. (2020; Zbl 1498.68246) Full Text: arXiv Link
Bonilla, Edwin V.; Krauth, Karl; Dezfouli, Amir Generic inference in latent Gaussian process models. (English) Zbl 1440.62238 J. Mach. Learn. Res. 20, Paper No. 117, 63 p. (2019). MSC: 62H30 62J05 62F15 60G15 62P30 PDFBibTeX XMLCite \textit{E. V. Bonilla} et al., J. Mach. Learn. Res. 20, Paper No. 117, 63 p. (2019; Zbl 1440.62238) Full Text: arXiv Link
Domingues, Rémi; Michiardi, Pietro; Zouaoui, Jihane; Filippone, Maurizio Deep Gaussian process autoencoders for novelty detection. (English) Zbl 1473.68139 Mach. Learn. 107, No. 8-10, 1363-1383 (2018). MSC: 68T05 60G15 62H22 62M45 68T07 PDFBibTeX XMLCite \textit{R. Domingues} et al., Mach. Learn. 107, No. 8--10, 1363--1383 (2018; Zbl 1473.68139) Full Text: DOI
Jiang, P.; Liu, X. Hidden Markov model for municipal waste generation forecasting under uncertainties. (English) Zbl 1346.62162 Eur. J. Oper. Res. 250, No. 2, 639-651 (2016). MSC: 62P20 62M05 PDFBibTeX XMLCite \textit{P. Jiang} and \textit{X. Liu}, Eur. J. Oper. Res. 250, No. 2, 639--651 (2016; Zbl 1346.62162) Full Text: DOI
Kersten, Jens Simultaneous feature selection and Gaussian mixture model estimation for supervised classification problems. (English) Zbl 1339.68223 Pattern Recognition 47, No. 8, 2582-2595 (2014). MSC: 68T05 62H12 62H30 PDFBibTeX XMLCite \textit{J. Kersten}, Pattern Recognition 47, No. 8, 2582--2595 (2014; Zbl 1339.68223) Full Text: DOI
Gao, Ming; Hong, Xia; Harris, Chris J. A unified neurofuzzy model for classification. (English) Zbl 1317.62055 Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 45, No. 10, 2158-2171 (2014). MSC: 62H30 68T05 92B20 PDFBibTeX XMLCite \textit{M. Gao} et al., Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 45, No. 10, 2158--2171 (2014; Zbl 1317.62055) Full Text: DOI
Filippone, M.; Zhong, M.; Girolami, M. A comparative evaluation of stochastic-based inference methods for Gaussian process models. (English) Zbl 1294.62048 Mach. Learn. 93, No. 1, 93-114 (2013). MSC: 62F15 62G05 60G15 65C40 PDFBibTeX XMLCite \textit{M. Filippone} et al., Mach. Learn. 93, No. 1, 93--114 (2013; Zbl 1294.62048) Full Text: DOI
Arı, Çağlar; Aksoy, Selim; Arıkan, Orhan Maximum likelihood estimation of Gaussian mixture models using stochastic search. (English) Zbl 1236.68214 Pattern Recognition 45, No. 7, 2804-2816 (2012). MSC: 68T10 68T05 62H12 62H30 PDFBibTeX XMLCite \textit{Ç. Arı} et al., Pattern Recognition 45, No. 7, 2804--2816 (2012; Zbl 1236.68214) Full Text: DOI Link
Kristan, Matej; Leonardis, Aleš; Skočaj, Danijel Multivariate online kernel density estimation with Gaussian kernels. (English) Zbl 1218.68127 Pattern Recognition 44, No. 10-11, 2630-2642 (2011). MSC: 68T05 68T10 62G07 PDFBibTeX XMLCite \textit{M. Kristan} et al., Pattern Recognition 44, No. 10--11, 2630--2642 (2011; Zbl 1218.68127) Full Text: DOI
Zeng, Jia; Xie, Lei; Liu, Zhi-Qiang Type-2 fuzzy Gaussian mixture models. (English) Zbl 1178.68520 Pattern Recognition 41, No. 12, 3636-3643 (2008). MSC: 68T10 PDFBibTeX XMLCite \textit{J. Zeng} et al., Pattern Recognition 41, No. 12, 3636--3643 (2008; Zbl 1178.68520) Full Text: DOI
Fayed, Hatem A.; Hashem, Sherif R.; Atiya, Amir F. Self-generating prototypes for pattern classification. (English) Zbl 1113.68084 Pattern Recognition 40, No. 5, 1498-1509 (2007). MSC: 68T10 68T05 PDFBibTeX XMLCite \textit{H. A. Fayed} et al., Pattern Recognition 40, No. 5, 1498--1509 (2007; Zbl 1113.68084) Full Text: DOI