Complete statistical theory of learning: learning using statistical invariants

Vladimir Vapnik, Rauf Izmailov

Abstract: Statistical theory of learning considers methods of constructing approximations that converge to the desired function with increasing number of observations. This theory studies mechanisms that pro...