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

J Bowles, S Ahmed, M Schuld - arxiv preprint arxiv:2403.07059, 2024 - arxiv.org
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 …