Scaling Up Probabilistic Circuits by Latent Variable Distillation.
Anji LiuHonghua ZhangGuy Van den BroeckPublished in: ICLR (2023)
Keyphrases
- latent variables
- probabilistic model
- latent variable models
- factor graphs
- generative model
- random variables
- conditionally independent
- prior knowledge
- real valued
- probabilistic principal component analysis
- latent space
- hierarchical model
- gaussian process
- bayesian inference
- topic models
- hidden variables
- high speed
- bayesian networks
- structured prediction
- graphical models
- probabilistic latent semantic analysis
- latent structure
- probability distribution
- latent dirichlet allocation
- observed variables