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

Alberto Manzano, David Dechant, Jordi Tura +1

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 essent…