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A Geometric Perspective on the Singular Value Decomposition by Ottaviani, Giorgio; Paoletti, Raffaella is a scholarly article available to read on EtoBox.

What is A Geometric Perspective on the Singular Value Decomposition about?

This is an introductory survey, from a geometric perspective, on the Singular Value Decomposition (SVD) for real matrices, focusing on the role of the Terracini Lemma. We extend this point of view to tensors, we define the singular space of a tensor as the space spanned by singular vector tuples and we study some of its basic properties.

Author

Ottaviani, Giorgio; Paoletti, Raffaella

Published

2015

Language

EN