Deep Compression of Sum-Product Networks on Tensor Networks

Ching-Yun Ko, Cong Chen, Yuke Zhang +2

Sum-product networks (SPNs) represent an emerging class of neural networks with clear probabilistic semantics and superior inference speed over graphical models. This work reveals…