Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning

A. N. Gorban, E. M. Mirkes, A. Zinovyev

Most of machine learning approaches have stemmed from the application of minimizing the mean squared distance principle, based on the computationally efficient quadratic optimizati…