Estimating the gradient and higher-order derivatives on quantum hardware

The authors show how to evaluate, with near-term quantum computers, high-order derivatives of expectation values with respect to the variational parameters of quantum circuits. The authors also study how such derivatives are affected by statistical noise. Their theoretical results are then tested with both numerical simulations and experiments.