Efficient Bayesian Inference By Conjugate-Computation Variational Message Passing.
Mykola LukashchukIsmail SenözBert de VriesPublished in: MLSP (2023)
Keyphrases
- message passing
- bayesian inference
- sum product
- sum product algorithm
- probabilistic model
- belief propagation
- distributed systems
- variational approximation
- shared memory
- approximate inference
- prior information
- matrix multiplication
- probabilistic inference
- computer vision
- hyperparameters
- markov networks
- bayesian model
- factor graphs
- hidden variables
- markov chain monte carlo
- inference in graphical models
- post processing
- em algorithm
- particle filter
- reinforcement learning
- high quality
- training data
- similarity measure
- three dimensional
- image segmentation