Massively parallel Bayesian estimation with Sequential Monte Carlo sampling for simultaneous estimation of earthquake fault geometry and slip distribution.
Kai NakaoTsuyoshi IchimuraKohei FujitaTakane HoriTomokazu KobayashiHiroshi MunekanePublished in: J. Comput. Sci. (2024)
Keyphrases
- bayesian estimation
- sequential monte carlo
- massively parallel
- posterior distribution
- probability distribution
- gaussian distribution
- parameter estimation
- parallel computing
- fine grained
- latent variables
- importance sampling
- bayesian framework
- visual tracking
- random variables
- markov chain monte carlo
- particle filter
- maximum a posteriori
- posterior probability
- hyperparameters
- parallel machines
- particle filtering
- computer vision
- machine learning
- expectation maximization
- maximum likelihood
- active learning
- image processing