Celeste: Variational inference for a generative model of astronomical images.
Jeffrey RegierAndrew C. MillerJon McAuliffeRyan P. AdamsMatthew D. HoffmanDustin LangDavid Schlegel PrabhatPublished in: ICML (2015)
Keyphrases
- generative model
- probabilistic model
- variational inference
- topic models
- latent dirichlet allocation
- mixture model
- input image
- bayesian framework
- image features
- prior knowledge
- language model
- semi supervised
- posterior distribution
- bayesian inference
- parameter learning
- hierarchical bayesian
- bayesian nonparametric
- expectation maximization
- graphical models
- gaussian process
- bayesian networks