Parameter estimation of Conditional Random Fields model based on cloud computing.
Wenguang ChenYangyang LiHaoyi WangI-Jen ChiangPublished in: GrC (2012)
Keyphrases
- cloud computing
- parameter estimation
- conditional random fields
- markov random field
- random fields
- computing resources
- higher order
- cloud computing environment
- sequence labeling
- data management
- probabilistic model
- graphical models
- maximum likelihood
- pairwise
- data center
- hidden markov models
- maximum entropy
- model selection
- least squares
- em algorithm
- crf model
- markov networks
- parameter learning
- information extraction
- approximate inference
- expectation maximization
- belief propagation
- generative model
- graph cuts
- service providers
- markov models
- structured prediction
- image segmentation
- energy function
- superpixels
- cloud computing platform
- segmentation method
- structure learning
- posterior distribution
- parameter estimation algorithm
- web page prediction
- computing infrastructure
- non stationary
- data mining
- query processing
- support vector
- database systems
- image processing