Multivariate Data Analysis on Matrix Manifolds : (with Manopt) /

This graduate-level textbook aims to give a unified presentation and solution of several commonly used techniques for multivariate data analysis (MDA). Unlike similar texts, it treats the MDA problems as optimization problems on matrix manifolds defined by the MDA model parameters, allowing them to...

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Bibliographic Details

Main Authors:	Trendafilov, Nickolay (Author), Gallo, Michele (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2021.
Edition:	1st ed. 2021.
Series:	Springer Series in the Data Sciences,
Subjects:	Computer mathematics. Global analysis (Mathematics). Manifolds (Mathematics). Computer science-Mathematics. Computational Mathematics and Numerical Analysis. Global Analysis and Analysis on Manifolds. Math Applications in Computer Science. Electronic books.
Online Access:	Connect to the full text of this electronic book