Linear Time Computation of Moments in Sum-Product Networks

Han Zhao, Geoffrey J. Gordon

Neural Information Processing Systems 

Bayesian online algorithms for Sum-Product Networks (SPNs) need to update their posterior distribution after seeing one single additional instance.

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