An Idiosyncratic Journey Beyond Mean Field Theory

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2 Author(s)

This chapter contains sections titled: Introduction, Inference, Some Models from Statistical Physics, The Gibbs Free Energy, Mean Field Theory: The Variational Approach, Correcting Mean Field Theory, The Bethe Approximation, Belief Propagation, Kikuchi Approximations and Generalized Belief Propagation, Acknowledgments, References