Optimality of Belief Propagation for Crowdsourced Classification.
Jungseul OkSewoong OhJinwoo ShinYung YiPublished in: ICML (2016)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- approximate inference
- stereo matching
- loopy belief propagation
- free energy
- markov networks
- pairwise
- energy minimization
- factor graphs
- fixed point
- feature vectors
- probabilistic inference
- energy function
- dynamic programming
- preprocessing
- cross validation
- feature extraction
- semi supervised
- optimal solution