most citedA Bernstein-type inequality for stochastic processes of quadratic forms of Gaussian variables

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math.OC2017

A polynomial time algebraic solution to exact marginal inference in Markov Random Field models

Ikhlef Bechar

This paper develops on algebraic grounds a polynomial time exact linear solution to the hard combinatorial problem of marginal inference in Markov random field (MRF) models under g…