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