Scaling Up Probabilistic Circuits by Latent Variable Distillation.
Anji LiuHonghua ZhangGuy Van den BroeckPublished in: CoRR (2022)
Keyphrases
- latent variables
- probabilistic model
- latent variable models
- factor graphs
- conditionally independent
- hidden variables
- generative model
- probabilistic principal component analysis
- hierarchical model
- random variables
- gaussian process
- bayesian networks
- topic models
- real valued
- high speed
- graphical models
- structured prediction
- prior knowledge
- observed variables
- text classification
- posterior probability
- bayesian inference
- expectation maximization
- probabilistic latent semantic analysis
- latent space
- pairwise
- learning algorithm