Cost function embedding and dataset encoding for machine learning with parameterized quantum circuits

Shuxiang Cao, Leonard Wossnig, Brian Vlastakis +2

Machine learning is seen as a promising application of quantum computation. For near-term noisy intermediate-scale quantum (NISQ) devices, parametrized quantum circuits (PQCs) have…