Variational approximation for importance sampling.
Xiao SuYuguo ChenPublished in: Comput. Stat. (2021)
Keyphrases
- importance sampling
- approximate inference
- graphical models
- monte carlo
- probabilistic inference
- latent variables
- gaussian process
- belief propagation
- posterior distribution
- markov chain
- parameter estimation
- message passing
- bayesian networks
- particle filter
- conditional random fields
- kalman filter
- markov chain monte carlo
- particle filtering
- object tracking
- active learning
- computer vision
- bayesian inference