Subsampling sequential Monte Carlo for static Bayesian models.
David GunawanKhue-Dung DangMatias QuirozRobert KohnMinh-Ngoc TranPublished in: Stat. Comput. (2020)
Keyphrases
- sequential monte carlo
- bayesian models
- bayesian model
- posterior distribution
- particle filter
- bayesian inference
- visual tracking
- statistical models
- particle filtering
- bayesian framework
- bayesian classifier
- probabilistic model
- prior knowledge
- bayesian methods
- neural network model
- latent variables
- parameter estimation
- prior probabilities
- learning algorithm