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