Problem 1. True or False Decide whether the following statements are true or false. Justify your answers. (a) (10 pt) mH(N) = 2N2 is a valid growth function. (b) (10 pt) For convex minimization problems, stochastic gradient descent with fixed step size converges to a global minimizer. (e) ( (10 pt) For hypothesis sets Hi, H2, we have dvc(H) max(dvc(Hi),dvc(H2))