Many machine learning algorithm involve finding the Global minimum of a convex loss function,
primarily because:

A.
The additive inverse of a convex function is concave

B.
The derivative of convex function is always defined

C.
The second derivative of a convex function is a constant

D.
Any local minimum of a convex is also a global minimum