Quantum Reservoir Computing and Risk Bounds

Naomi Mona Chmielewski, Nina Amini, Joseph Mikael

We propose a way to bound the generalisation errors of several classes of quantum reservoirs using the Rademacher complexity. We give specific, parameter-dependent bounds for two p…