Cataloging the visible universe through Bayesian inference in Julia at petascale.
Jeffrey RegierKeno FischerKiran PamnanyAndreas NoackJarrett RevelsMaximilian LamSteve HowardRyan GiordanoDavid SchlegelJon McAuliffeRollin C. Thomas PrabhatPublished in: J. Parallel Distributed Comput. (2019)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- hyperparameters
- variational inference
- hardware and software
- high performance computing
- variational bayes
- bayesian model
- hierarchical bayesian
- particle filter
- markov networks
- statistical inference
- inference process
- gibbs sampler
- weighted model counting
- hidden variables
- probabilistic modeling
- machine learning
- prior distribution
- graphical models