Amortized Variational Inference via Nosé-Hoover Thermostat Hamiltonian Monte Carlo.
Zhan YuanChao XuZhiwen LinZhenjie ZhangPublished in: ICONIP (1) (2023)
Keyphrases
- monte carlo
- variational inference
- bayesian inference
- topic models
- gaussian process
- probabilistic model
- posterior distribution
- mixture model
- variational methods
- probabilistic graphical models
- latent dirichlet allocation
- closed form
- exponential family
- search tree
- particle filter
- worst case
- approximate inference
- markov chain
- factor graphs
- exact inference
- markov chain monte carlo
- monte carlo tree search
- prior information
- maximum a posteriori
- generative model
- maximum likelihood
- graphical models
- bayesian networks
- latent variables
- bayesian framework
- data mining
- hidden variables
- first order logic
- optic flow
- model selection
- probability distribution
- search space
- feature selection