Low-depth gradient measurements can improve convergence in variational hybrid quantum-classical algorithms

Aram Harrow, John Napp

A broad class of hybrid quantum-classical algorithms known as "variational algorithms" have been proposed in the context of quantum simulation, machine learning, and combinatorial…