Generative Particle Variational Inference via Estimation of Functional Gradients.
Neale RatzlaffQinxun BaiFuxin LiWei XuPublished in: ICML (2021)
Keyphrases
- variational inference
- bayesian inference
- mixture model
- generative model
- probabilistic model
- topic models
- latent dirichlet allocation
- posterior distribution
- closed form
- gaussian process
- variational methods
- approximate inference
- probabilistic graphical models
- density estimation
- exponential family
- parameter estimation
- factor graphs
- first order logic
- unsupervised learning
- exact inference
- optical flow