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Accelerated training of conditional random fields with stochastic gradient methods.
S. V. N. Vishwanathan
Nicol N. Schraudolph
Mark W. Schmidt
Kevin P. Murphy
Published in:
ICML (2006)
Keyphrases
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conditional random fields
stochastic gradient
hidden markov models
nearest neighbor
graphical models
stochastic gradient descent
machine learning
training data
active learning
information extraction
multi class
higher order
machine learning methods
log linear models
error correcting output coding