Liu, Bin; Zhang, Xinsheng; Liu, Yufeng Simultaneous change point inference and structure recovery for high dimensional Gaussian graphical models. (English) Zbl 07626789 J. Mach. Learn. Res. 22, Paper No. 274, 62 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{B. Liu} et al., J. Mach. Learn. Res. 22, Paper No. 274, 62 p. (2021; Zbl 07626789) Full Text: Link
Londschien, Malte; Kovács, Solt; Bühlmann, Peter Change-point detection for graphical models in the presence of missing values. (English) Zbl 07499916 J. Comput. Graph. Stat. 30, No. 3, 768-779 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Londschien} et al., J. Comput. Graph. Stat. 30, No. 3, 768--779 (2021; Zbl 07499916) Full Text: DOI arXiv
Kaul, Abhishek; Jandhyala, Venkata K.; Fotopoulos, Stergios B. An efficient two step algorithm for high dimensional change point regression models without grid search. (English) Zbl 1434.62151 J. Mach. Learn. Res. 20, Paper No. 111, 40 p. (2019). MSC: 62J05 62H12 62J07 PDF BibTeX XML Cite \textit{A. Kaul} et al., J. Mach. Learn. Res. 20, Paper No. 111, 40 p. (2019; Zbl 1434.62151) Full Text: arXiv Link