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Convergence of Markovian stochastic approximation for Markov random fields with hidden variables

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This paper studies the convergence of the stochastic algorithm of the modified Robbins–Monro form for a Markov random field (MRF), in which some of the nodes are clamped to be… Click to show full abstract

This paper studies the convergence of the stochastic algorithm of the modified Robbins–Monro form for a Markov random field (MRF), in which some of the nodes are clamped to be observed variables wh...

Keywords: markov; markov random; convergence markovian; stochastic approximation; markovian stochastic; approximation markov

Journal Title: Stochastics and Dynamics
Year Published: 2019

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