VQSVD
VQSVD
**Variational Quantum Singular Value Decomposition** is a variational quantum algorithm for singular value decomposition (VQSVD). By exploiting the variational principles for singular values and the Ky Fan Theorem, a novel loss function is designed such that two quantum neural networks (or parameterized quantum circuits) could be trained to learn the singular vectors and output the corresponding singular values.
Variational Quantum Singular Value Decomposition
https://paperswithcode.com/paper/variational-quantum-singular-value
Variational Quantum Singular Value Decomposition