Surrogate Likelihoods for Variational Annealed Importance Sampling.
Martin JankowiakDu PhanPublished in: CoRR (2021)
Keyphrases
- importance sampling
- monte carlo
- markov chain
- particle filter
- rare events
- kalman filter
- particle filtering
- image segmentation
- maximum likelihood
- markov chain monte carlo
- approximate inference
- random variables
- computer vision
- pairwise
- image processing
- posterior probability
- visual tracking
- genetic algorithm
- bayesian networks
- graphical models
- optical flow
- evolutionary algorithm