Question: 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

Problem 1. True or False Decide whether the following statements are

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))

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