Variational Inference for Deblending Crowded Starfields.
Runjing LiuJon D. McAuliffeJeffrey RegierPublished in: CoRR (2021)
Keyphrases
- variational inference
- bayesian inference
- topic models
- gaussian process
- posterior distribution
- probabilistic model
- probabilistic graphical models
- latent dirichlet allocation
- mixture model
- closed form
- variational methods
- exact inference
- exponential family
- graphical models
- hyperparameters
- bayesian framework
- factor graphs
- parameter estimation
- generative model
- latent variables
- model selection
- least squares
- optic flow
- level set
- probability distribution
- maximum likelihood
- multiscale