Data-Driven Analytic Differentiation via High Gain Observers and Gaussian Process Priors

Biagio Trimarchi, Lorenzo Gentilini, Fabrizio Schiano +1

The presented paper tackles the problem of modeling an unknown function, and its first $r-1$ derivatives, out of scattered and poor-quality data. The considered setting embraces a…