Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics.
Kamélia DaudelJoe BentonYuyang ShiArnaud DoucetPublished in: J. Mach. Learn. Res. (2023)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic graphical models
- mixture model
- posterior distribution
- exact inference
- probabilistic model
- variational methods
- closed form
- gaussian process
- latent dirichlet allocation
- markov chain
- graphical models
- machine learning
- generative model
- approximate inference
- information retrieval
- information extraction
- exponential family
- factor graphs