Athreya, Avanti; Fishkind, Donniell E.; Tang, Minh; Priebe, Carey E.; Park, Youngser; Vogelstein, Joshua T.; Levin, Keith; Lyzinski, Vince; Qin, Yichen; Sussman, Daniel L. Statistical inference on random dot product graphs: a survey. (English) Zbl 1473.05279 J. Mach. Learn. Res. 18(2017-2018), Paper No. 226, 92 p. (2018). MSC: 05C80 05C76 05-02 62H10 62H30 62H15 05C90 05C50 05C82 PDFBibTeX XMLCite \textit{A. Athreya} et al., J. Mach. Learn. Res. 18, Paper No. 226, 92 p. (2018; Zbl 1473.05279) Full Text: arXiv Link
Tang, Minh; Athreya, Avanti; Sussman, Daniel L.; Lyzinski, Vince; Priebe, Carey E. A nonparametric two-sample hypothesis testing problem for random graphs. (English) Zbl 1450.62040 Bernoulli 23, No. 3, 1599-1630 (2017). MSC: 62G10 05C80 60F05 60F17 62G20 PDFBibTeX XMLCite \textit{M. Tang} et al., Bernoulli 23, No. 3, 1599--1630 (2017; Zbl 1450.62040) Full Text: DOI
Athreya, A.; Priebe, C. E.; Tang, M.; Lyzinski, V.; Marchette, D. J.; Sussman, D. L. A limit theorem for scaled eigenvectors of random dot product graphs. (English) Zbl 1338.62061 Sankhyā, Ser. A 78, No. 1, 1-18 (2016). MSC: 62E20 05C80 60F05 PDFBibTeX XMLCite \textit{A. Athreya} et al., Sankhyā, Ser. A 78, No. 1, 1--18 (2016; Zbl 1338.62061) Full Text: DOI arXiv
Lyzinski, Vince; Sussman, Daniel L.; Tang, Minh; Athreya, Avanti; Priebe, Carey E. Perfect clustering for stochastic blockmodel graphs via adjacency spectral embedding. (English) Zbl 1308.62131 Electron. J. Stat. 8, No. 2, 2905-2922 (2014). MSC: 62H30 05C80 PDFBibTeX XMLCite \textit{V. Lyzinski} et al., Electron. J. Stat. 8, No. 2, 2905--2922 (2014; Zbl 1308.62131) Full Text: DOI arXiv Euclid
Tang, Minh; Athreya, Avanti; Sussman, Daniel L.; Lyzinski, Vince; Priebe, Carey E. A nonparametric two-sample hypothesis testing problem for random dot product graphs. arXiv:1409.2344 Preprint, arXiv:1409.2344 [math.ST] (2014). MSC: 62G10 62H12 05C80 60B20 BibTeX Cite \textit{M. Tang} et al., ``A nonparametric two-sample hypothesis testing problem for random dot product graphs'', Preprint, arXiv:1409.2344 [math.ST] (2014) Full Text: arXiv OA License