Nonparametric Automatic Differentiation Variational Inference with Spline Approximation.
Yuda ShaoShan YuTianshu FengPublished in: AISTATS (2024)
Keyphrases
- variational inference
- hierarchical bayesian
- bayesian inference
- dirichlet process
- variational methods
- topic models
- gaussian process
- probabilistic model
- latent dirichlet allocation
- mixture model
- approximate inference
- posterior distribution
- probabilistic graphical models
- exact inference
- closed form
- model selection
- level set
- higher order