Approximate inference with Wasserstein gradient flows.
Charlie FrognerTomaso A. PoggioPublished in: CoRR (2018)
Keyphrases
- approximate inference
- graphical models
- belief propagation
- probabilistic inference
- parameter estimation
- gaussian process
- message passing
- variational methods
- bayesian networks
- latent variables
- active contour model
- conditional random fields
- free energy
- markov random field
- probabilistic model
- random variables
- energy minimization
- least squares
- pairwise
- machine learning