On Relaxing Determinism in Arithmetic Circuits

Arthur Choi, Adnan Darwiche

Abstract: The past decade has seen a significant interest in learning tractable probabilistic representations. Arithmetic circuits (ACs) were among the first proposed tractable representations, with some sub...