2 papers
math.OC2026
Identification of forward models: a nonparametric approach
Giulio Fattore, Marco Peruzzo, Giacomo Sartori +1
In this paper we propose a new kernel-based method for the identification of the impulse responses of forward models. The resulting estimator leads to a nonlinear Tikhonov regulari…
math.OC2024
A kernel-based PEM estimator for forward models
Giulio Fattore, Marco Peruzzo, Giacomo Sartori +1
This paper addresses the problem of learning the impulse responses characterizing forward models by means of a regularized kernel-based Prediction Error Method (PEM). The common ap…