An Idiosyncratic Journey Beyond Mean Field Theory
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