Bot, Radu Ioan; Lorenz, Nicole - In: European Journal of Operational Research 213 (2011) 2, pp. 395-404
Regularization methods are techniques for learning functions from given data. We consider regularization problems the objective function of which consisting of a cost function and a regularization term with the aim of selecting a prediction function f with a finite representation which minimizes...