Automatically marginalized MCMC in probabilistic programming.
Jinlin LaiJavier BurroniHui GuanDaniel SheldonPublished in: ICML (2023)
Keyphrases
- generative model
- posterior probability
- programming language
- probabilistic model
- markov chain
- bayesian networks
- automatically generated
- information theoretic
- programming environment
- development environment
- markov chain monte carlo
- uncertain data
- monte carlo
- probabilistic reasoning
- user defined
- general purpose
- probabilistic logic