Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC.
Priyank JainiDidrik NielsenMax WellingPublished in: AISTATS (2021)
Keyphrases
- markov chain monte carlo
- monte carlo
- sampling algorithm
- metropolis hastings
- parameter estimation
- markov chain
- markov chain monte carlo sampling
- generative model
- random sampling
- importance sampling
- flow patterns
- flow field
- bayesian inference
- high dimensional state space
- posterior distribution
- information flow
- approximate inference
- sampling strategy
- sampling methods
- sampling rate
- particle filter
- data association
- posterior probability
- bayesian networks
- sampling strategies
- machine learning
- sample size
- probability distribution
- graphical models
- neural network
- appearance model