Better than classical? The subtle art of benchmarking quantum machine learning models

Joseph Bowles, Shahnawaz Ahmed, Maria Schuld

Benchmarking models via classical simulations is one of the main ways to judge ideas in quantum machine learning before noise-free hardware is available. However, the huge impact o…