no code implementations • 2 Nov 2022 • Alistair W. R. Smith, A. J. Paige, M. S. Kim
We present a new optimization method for small-to-intermediate scale variational algorithms on noisy near-term quantum processors which uses a Gaussian process surrogate model equipped with a classically-evaluated quantum kernel.