Circuit-centric quantum classifiers
Maria Schuld, Alex Bocharov, Krysta M. Svore, Nathan Wiebe · Physical Review A · 2020
A machine learning design is developed to train a quantum circuit specialized in solving a classification problem. In addition to discussing the training method and effect of noise, it is shown that the circuits perform reasonably well on classical benchmarks.