Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits.
Xuejie LiuAnji LiuGuy Van den BroeckYitao LiangPublished in: ICML (2023)
Keyphrases
- generative model
- probabilistic model
- posterior probability
- mixture model
- semi supervised
- conditional random fields
- maximum entropy principle
- prior knowledge
- bayesian networks
- discriminative learning
- topic models
- em algorithm
- pairwise
- discriminative models
- belief networks
- support vector
- machine learning
- discriminatively trained
- generative and discriminative models