2022
Learning Tractable Probabilistic Models from Inconsistent Local Estimates
NeurIPS 2022accept
Tractable probabilistic models such as cutset networks which admit exact linear time posterior marginal inference are often preferred in practice over intractable models such as Bayesian and Markov networks. This is because although tractable models, when learned from data, are slightly inferior to…