3 citations · 3 across the 1 of their papers we have counts for
2 papers
quant-ph2019★ 3 cited
Quantum tensor singular value decomposition with applications to recommendation systems
Xiaoqiang Wang, Lejia Gu, Joseph Heung-wing Joseph Lee +1
In this paper, we present a quantum singular value decomposition algorithm for third-order tensors inspired by the classical algorithm of tensor singular value decomposition (t-svd…
quant-ph2019
Quantum Higher Order Singular Value Decomposition
Lejia Gu, Xiaoqiang Wang, H. W. Joseph Lee +1
Higher order singular value decomposition (HOSVD) is an important tool for analyzing big data in multilinear algebra and machine learning. In this paper, we present two quantum alg…