1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.NA2022
Parallel Randomized Tucker Decomposition Algorithms
Rachel Minster, Zitong Li, Grey Ballard
The Tucker tensor decomposition is a natural extension of the singular value decomposition (SVD) to multiway data. We propose to accelerate Tucker tensor decomposition algorithms b…
math.NA2021★ 1 cited
CP Decomposition for Tensors via Alternating Least Squares with QR Decomposition
Rachel Minster, Irina Viviano, Xiaotian Liu +1
The CP tensor decomposition is used in applications such as machine learning and signal processing to discover latent low-rank structure in multidimensional data. Computing a CP de…