On the use of the principle of maximum entropy to improve the robustness of bivariate spline least-squares approximation

Pierluigi Amodio, Luigi Brugnano, Felice Iavernaro

We consider fitting a bivariate spline regression model to data using a weighted least-squares cost function, with weights that sum to one to form a discrete probability distributi…