Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields.

Rémi Le Priol Alexandre Piché Simon Lacoste-Julien

Published 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