Quantum Kernel Methods: Convergence Theory, Separation Bounds and Applications to Marketing Analytics

Laura Sáez-Ortuño, Santiago Forgas-Coll, Massimiliano Ferrara

This work studies the feasibility of applying quantum kernel methods to a real consumer classification task in the NISQ regime. We present a hybrid pipeline that combines a quantum…