Gaussian Process-based Amortization of Variational Message Passing Update Rules.
Hoang M. H. NguyenSemih AkbayrakMagnus T. KoudahlBert de VriesPublished in: EUSIPCO (2022)
Keyphrases
- gaussian process
- update rules
- message passing
- sum product
- sum product algorithm
- approximate inference
- gaussian processes
- variational methods
- belief propagation
- regression model
- bayesian framework
- distributed systems
- loss function
- probabilistic inference
- model selection
- free energy
- hyperparameters
- semi supervised
- latent variables
- markov random field
- expectation propagation
- image segmentation
- closed form
- graphical models
- loopy belief propagation
- image processing
- energy function
- exact inference
- least squares
- marginal likelihood
- multi class
- support vector