1. Use the Hessian to prove that the sum of two convex functions is convex. You may assume that the functions are twice continuously differentiable.

Consider the function f (21:) = %mTAa: + bTac + c, where A is a. symmetric d x d matrix. Derive the Hessian of f. Under what conditions on A is f convex? Strictly convex