Parallel variational quantum algorithms with gradient-informed restart to speed up optimisation in the presence of barren plateaus

Daniel Mastropietro, Georgios Korpas, Vyacheslav Kungurtsev +1

Inspired by the Fleming-Viot stochastic process, we propose a parallel implementation of variational quantum algorithms with the aim of reducing the time spent by the algorithm in…