Exponential Family Restricted Boltzmann Machines and Annealed Importance Sampling.
Yifeng LiXiaodan ZhuPublished in: IJCNN (2018)
Keyphrases
- importance sampling
- monte carlo
- variational methods
- approximate inference
- density estimation
- particle filter
- kalman filter
- markov chain
- particle filtering
- mixture model
- missing values
- graphical models
- markov chain monte carlo
- parameter estimation
- maximum likelihood
- posterior distribution
- reinforcement learning
- machine learning
- belief propagation
- probabilistic inference
- pairwise