Optimal Inference in Crowdsourced Classification via Belief Propagation.
Jungseul OkSewoong OhJinwoo ShinYung YiPublished in: IEEE Trans. Inf. Theory (2018)
Keyphrases
- belief propagation
- graphical models
- loopy belief propagation
- factor graphs
- message passing
- exact inference
- graph cuts
- markov random field
- approximate inference
- max product
- stereo matching
- probabilistic inference
- belief networks
- feature vectors
- sum product
- markov networks
- dynamic programming
- energy function
- probabilistic graphical models
- machine learning
- feature extraction
- energy minimization
- partition function
- free energy
- generalized belief propagation
- latent variables
- fixed point
- optimal solution
- markov chain monte carlo
- maximum likelihood
- junction tree
- higher order
- preprocessing
- support vector
- gibbs sampler
- bayesian networks
- similarity measure
- image segmentation