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Convex stochastic optimization for random fields on graphs: A method of constructing Lagrange multipliers.
Igor V. Evstigneev
Michael I. Taksar
Published in:
Math. Methods Oper. Res. (2001)
Keyphrases
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stochastic optimization
random fields
cost function
probabilistic model
parameter estimation
similarity measure
linear programming
multistage
training data
support vector machine
markov random field
em algorithm
linear combination
support vector machine svm