Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields.
Rémi Le PriolAlexandre PichéSimon Lacoste-JulienPublished in: CoRR (2017)
Keyphrases
- conditional random fields
- coordinate ascent
- graphical models
- markov random field
- probabilistic model
- random fields
- higher order
- hidden markov models
- sequence labeling
- image recovery
- information extraction
- named entity recognition
- generative model
- pairwise
- crf model
- web page prediction
- structured prediction
- semi markov
- global convergence
- segmentation method
- prediction accuracy
- maximum likelihood
- evolutionary algorithm