Tensor decompositions for data science
Auteur :
Ballard, Grey / Kolda, Tamara G.
Éditeur :
Cambridge University Press
ISBN :
9781009471671
Date de publication :
30 juin 2025
Langue :
Anglais
Pays d'origine :
Grande Bretagne
Aimed at students in mathematics, computer science, statistics, engineering, and physical and life sciences, this book introduces the foundations of tensor decompositions, a data analysis methodology ubiquitous in machine learning, signal processing, neuroscience, quantum computing, financial analysis, market analysis, and image processing.