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Convex stochastic optimization for random fields on graphs: A method of constructing Lagrange multipliers
Authors:I V Evstigneev  M I Taksar
Institution:(1) School of Economic Studies, University of Manchester, Oxford Road, Manchester, M13 9PL, UK. E-mail: igor.evstigneev@man.ac.uk. (Corresponding author.), GB;(2) Department of Applied Mathematics and Statistics, State University of New York at Stony Brook, Stony Brook, NY 11794-3600, USA., US
Abstract:
Keywords:: convex stochastic optimization  random fields on countable directed graphs  stochastic Lagrange multipliers  biting lemma
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