Inference of Probabilistic Programs with Moment-Matching Gaussian Mixtures.
Francesca RandoneLuca BortolussiEmilio IncertoMirco TribastonePublished in: CoRR (2023)
Keyphrases
- gaussian mixture
- bayesian networks
- expectation maximization
- belief networks
- gaussian mixture model
- probabilistic model
- em algorithm
- closed form
- covariance matrix
- probability density function
- density estimation
- generative model
- data mining
- graphical models
- posterior probability
- covariance matrices
- probabilistic interpretation
- gaussian densities
- upper bound
- prior knowledge
- gibbs sampling