Surrogate Likelihoods for Variational Annealed Importance Sampling.
Martin JankowiakDu PhanPublished in: ICML (2022)
Keyphrases
- importance sampling
- monte carlo
- markov chain
- kalman filter
- particle filter
- image segmentation
- particle filtering
- rare events
- approximate inference
- maximum likelihood
- markov chain monte carlo
- optical flow
- random variables
- posterior probability
- posterior distribution
- genetic algorithm
- appearance model
- probabilistic inference
- data association