Mazen Ali

Piecewise Polynomial Tensor Network Quantum Feature Encoding

2024 · arXiv (Cornell University)

This work introduces a novel method for embedding continuous variables into quantum circuits via piecewise polynomial features, utilizing low-rank tensor networks. Our approach, termed Piecewise Polynomial Tensor Network Quantum Feature Encoding (PPTNQFE), aims to broaden …