Tajbakhsh, Sam Davanloo; Aybat, Necdet Serhat; Del Castillo, Enrique On the theoretical guarantees for parameter estimation of Gaussian random field models: a sparse precision matrix approach. (English) Zbl 07307482 J. Mach. Learn. Res. 21, Paper No. 217, 41 p. (2020). MSC: 68T05 PDFBibTeX XMLCite \textit{S. D. Tajbakhsh} et al., J. Mach. Learn. Res. 21, Paper No. 217, 41 p. (2020; Zbl 07307482) Full Text: arXiv Link
Davanloo Tajbakhsh, Sam; Aybat, Necdet Serhat; del Castillo, Enrique Generalized sparse precision matrix selection for fitting multivariate Gaussian random fields to large data sets. (English) Zbl 1390.62187 Stat. Sin. 28, No. 2, 941-962 (2018). MSC: 62M30 62H12 60G15 60G60 PDFBibTeX XMLCite \textit{S. Davanloo Tajbakhsh} et al., Stat. Sin. 28, No. 2, 941--962 (2018; Zbl 1390.62187) Full Text: DOI arXiv