Why Machines Learn: The Elegant Math Behind Modern AI

by Anil Ananthaswamy

Functions like the one depicted above, which have a single, well-defined minimum, are also called convex functions. When we find the bottom of the bowl, technically, we have found the “global” minimum of the function.