Quantum State Preparation via Neural Network Encoding in Quantum Machine Learning

Kevin W. Aoun, Florian J. Kiwit, Carlos A. Riofrío +4

A central challenge in quantum machine learning is the state preparation bottleneck that describes the prohibitive computational cost of loading high-dimensional classical data int…