convex function

A convex function is a function which features a single global minimum, whereas a non-convex functions presents many local minima. A good analysis on the mathematical aspects and mathematical definition of convex and non-convex functions can be found at: Some examples of ML algorithms which have restrictions related to convex functions are the following: ... Read more