282 citations · 955 across the 31 of their papers we have counts for
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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…
math.NA2021★ 1 cited
Randomized algorithms for rounding in the Tensor-Train format
Hussam Al Daas, Grey Ballard, Paul Cazeaux +5
The Tensor-Train (TT) format is a highly compact low-rank representation for high-dimensional tensors. TT is particularly useful when representing approximations to the solutions o…