David Dechant

Approximation and Generalization Capacities of Parametrized Quantum Circuits for Functions in Sobolev Spaces

2023 · arXiv (Cornell University)

Parametrized quantum circuits (PQC) are quantum circuits which consist of both fixed and parametrized gates. In recent approaches to quantum machine learning (QML), PQCs are essentially ubiquitous and play the role analogous to classical neural …