Black-Box Variational Inference as a Parametric Approximation to Langevin Dynamics.
Matthew D. HoffmanYian MaPublished in: ICML (2020)
Keyphrases
- maximum a posteriori
- black box
- variational inference
- posterior distribution
- hyperparameters
- image reconstruction
- black boxes
- closed form
- bayesian inference
- white box
- gaussian process
- expectation maximization
- test cases
- probabilistic model
- topic models
- approximation algorithms
- mixture model
- latent dirichlet allocation
- probabilistic graphical models
- prior information
- exponential family
- co occurrence
- feature selection