Variational Inference via Rényi Upper-Lower Bound Optimization.
Dana Oshri ZalmanShai FinePublished in: ICMLA (2022)
Keyphrases
- lower bound
- variational inference
- upper bound
- bayesian inference
- posterior distribution
- probabilistic model
- worst case
- mixture model
- closed form
- optimal solution
- topic models
- np hard
- gaussian process
- variational methods
- machine learning
- probability distribution
- latent dirichlet allocation
- least squares
- probabilistic inference
- approximate inference
- objective function