Approximate Inference with Wasserstein Gradient Flows.
Charlie FrognerTomaso A. PoggioPublished in: AISTATS (2020)
Keyphrases
- approximate inference
- graphical models
- probabilistic inference
- belief propagation
- gaussian process
- parameter estimation
- message passing
- bayesian networks
- active contour model
- variational methods
- conditional random fields
- latent variables
- probabilistic model
- markov random field
- free energy
- hyperparameters
- closed form
- maximum likelihood
- least squares