Nonparametric Automatic Differentiation Variational Inference with Spline Approximation.
Yuda ShaoShan YuTianshu FengPublished in: CoRR (2024)
Keyphrases
- variational inference
- hierarchical bayesian
- bayesian inference
- topic models
- variational methods
- gaussian process
- dirichlet process
- mixture model
- latent dirichlet allocation
- posterior distribution
- probabilistic model
- closed form
- probabilistic graphical models
- exponential family
- least squares
- maximum likelihood
- feature selection
- factor graphs
- bayesian networks