Adaptive Semiparametric Bayesian Differential Equations Via Sequential Monte Carlo.
Shijia WangShufei GeRenny DoigLiang-Liang WangPublished in: J. Comput. Graph. Stat. (2022)
Keyphrases
- differential equations
- sequential monte carlo
- semi parametric
- dynamical systems
- visual tracking
- particle filter
- posterior distribution
- statistical inference
- density estimation
- particle filtering
- regression model
- maximum likelihood
- neural network
- partial differential equations
- least squares
- model selection
- importance sampling
- bayesian networks
- image segmentation