Vepakomma, Praneeth; Tonde, Chetan; Elgammal, Ahmed Supervised dimensionality reduction via distance correlation maximization. (English) Zbl 1390.62105 Electron. J. Stat. 12, No. 1, 960-984 (2018). MSC: 62H20 62G08 62G20 PDFBibTeX XMLCite \textit{P. Vepakomma} et al., Electron. J. Stat. 12, No. 1, 960--984 (2018; Zbl 1390.62105) Full Text: DOI arXiv Euclid
Vepakomma, Praneeth; Elgammal, Ahmed A fast algorithm for manifold learning by posing it as a symmetric diagonally dominant linear system. (English) Zbl 1376.94008 Appl. Comput. Harmon. Anal. 40, No. 3, 622-628 (2016). MSC: 94A08 68T05 PDFBibTeX XMLCite \textit{P. Vepakomma} and \textit{A. Elgammal}, Appl. Comput. Harmon. Anal. 40, No. 3, 622--628 (2016; Zbl 1376.94008) Full Text: DOI
Elhoseiny, Mohamed; Elgammal, Ahmed Generalized twin Gaussian processes using Sharma-Mittal divergence. (English) Zbl 1341.62203 Mach. Learn. 100, No. 2-3, 399-424 (2015). MSC: 62J02 62B10 68T45 68U10 94A17 PDFBibTeX XMLCite \textit{M. Elhoseiny} and \textit{A. Elgammal}, Mach. Learn. 100, No. 2--3, 399--424 (2015; Zbl 1341.62203) Full Text: DOI arXiv
Gnang, Edinah K.; Elgammal, Ahmed; Retakh, Vladimir A spectral theory for tensors. (English) Zbl 1238.15004 Ann. Fac. Sci. Toulouse, Math. (6) 20, No. 4, 801-841 (2011). Reviewer: Daniel Pellegrino (João Pessoa) MSC: 15A18 15A69 15B57 PDFBibTeX XMLCite \textit{E. K. Gnang} et al., Ann. Fac. Sci. Toulouse, Math. (6) 20, No. 4, 801--841 (2011; Zbl 1238.15004) Full Text: DOI arXiv EuDML
Zhao, Zhipeng; Vashist, Akshay; Elgammal, Ahmed; Muchnik, Ilya; Kulikowski, Casimir Combinatorial and statistical methods for part selection for object recognition. (English) Zbl 1293.62130 Int. J. Comput. Math. 84, No. 9, 1285-1297 (2007). MSC: 62H20 62H35 68T10 68T45 PDFBibTeX XMLCite \textit{Z. Zhao} et al., Int. J. Comput. Math. 84, No. 9, 1285--1297 (2007; Zbl 1293.62130) Full Text: DOI