Found 14 Documents (Results 1–14)
Objective-sensitive principal component analysis for high-dimensional inverse problems. (English) Zbl 1477.86020
A randomized generalized low rank approximations of matrices algorithm for high dimensionality reduction and image compression. (English) Zbl 1474.65122
Some applications of compressed sensing in computational mechanics: model order reduction, manifold learning, data-driven applications and nonlinear dimensionality reduction. (English) Zbl 1464.74394
MSC:
74S99
Taking all positive eigenvectors is suboptimal in classical multidimensional scaling. (English) Zbl 1351.91020
Introduction to statistical machine learning. (English) Zbl 1333.68002
Amsterdam: Elsevier/Morgan Kaufmann (ISBN 978-0-12-802121-7/pbk; 978-0-12-802350-1/ebook). xxxiii, 497 p. (2016).
Reviewer: Ruxandra Stoean (Craiova)
A theoretical contribution to the fast implementation of null linear discriminant analysis with random matrix multiplication. (English) Zbl 1374.65084
MSC:
65F60
Inverting nonlinear dimensionality reduction with scale-free radial basis function interpolation. (English) Zbl 1297.65015
Geometric structure of high-dimensional data and dimensionality reduction. (English) Zbl 1250.68010
Berlin: Springer; Beijing: Higher Education Press (ISBN 978-3-642-27496-1; 978-7-04-031704-6/hbk). xix, 356 p. (2012).
Reviewer: Catalin Stoean (Craiova)
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