Free-Probability Kernels for Zero-Rollout Hyperparameter Selection in Reservoir Computing

Sara Malacarne, Andrea Ceni, Claudio Gallicchio

Reservoir computing (RC) couples a fixed recurrent dynamical system with a trained lightweight readout, but this efficiency is partly lost during hyperparameter selection: the recu…