Multivariate Data Analysis on Matrix Manifolds: (with Manopt) by Nickolay TrendafilovEnglish | PDF,EPUB | 2021 | 467 Pages | ISBN : 3030769739 | 45 MB
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 be solved using (free) optimization software Manopt.