Tensor Decompositions for Data Science

Type
Book
Publication
Cambridge University Press
Date
Tags
Books, CP decomposition, Data Science, Educational, GCP decomposition, Poisson tensor factorization, Tensors, Tucker decomposition, missing data, sparse tensors, symmetric tensors, tensor eigenproblem, tensor train
Links
PDF URL
Citation
G. Ballard, T. G. Kolda. Tensor Decompositions for Data Science. Cambridge University Press, 2025. https://tensortextbook.com/

BibTeX

@book{TensorTextbook,  
author = {Grey Ballard and Tamara G. Kolda}, 
title = {Tensor Decompositions for Data Science}, 
publisher = {Cambridge University Press}, 
month = {June}, 
year = {2025},	
url = {https://tensortextbook.com/},
}