Cataloging the Visible Universe through Bayesian Inference at Petascale.
Jeffrey RegierKiran PamnanyKeno FischerAndreas NoackMaximilian LamJarrett RevelsSteve HowardRyan GiordanoDavid SchlegelJon McAuliffeRollin C. Thomas PrabhatPublished in: CoRR (2018)
Keyphrases
- bayesian inference
- prior information
- probabilistic model
- hyperparameters
- hardware and software
- variational inference
- high performance computing
- bayesian model
- gibbs sampler
- variational bayes
- markov networks
- statistical inference
- hierarchical bayesian
- weighted model counting
- prior distribution
- hidden variables
- bayesian models
- markov chain monte carlo
- posterior distribution
- expectation propagation
- random variables
- probability distribution
- bayesian networks