Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits.
Xuejie LiuAnji LiuGuy Van den BroeckYitao LiangPublished in: CoRR (2023)
Keyphrases
- generative model
- probabilistic model
- mixture model
- posterior probability
- semi supervised
- conditional random fields
- discriminative learning
- em algorithm
- prior knowledge
- topic models
- generative process
- decision trees
- maximum entropy principle
- object categories
- latent variables
- expectation maximization
- pairwise
- bayesian networks