* Revised version, accepted for publication in IEEE Transactions on
Machine Intelligence and Pattern Analysis (TPAMI). Shortened and revised
Section 4: Thanks to our reviewers, pointing out that Theorem 2 holds for
selective SPNs. Added paragraph in Section 2.1, relating sizes of
original/augmented SPNs. Fixed typos, rephrased sentences, revised references Access Paper or Ask Questions