Quantum algorithms for SVD-based data representation and analysis

Armando Bellante, Alessandro Luongo, Stefano Zanero

This paper narrows the gap between previous literature on quantum linear algebra and practical data analysis on a quantum computer, formalizing quantum procedures that speed-up the…