A reproducible pedagogical comparison showing pseudo-likelihood inference matches or beats mean-field inversion across phase-transitioning Ising, Potts, and Blume-Capel models.
Eventually, {J, h} will converge to the parameter values maximizing the log-Likelihood
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Learning and Testing Inverse Statistical Problems For Interacting Systems Undergoing Phase Transition
A reproducible pedagogical comparison showing pseudo-likelihood inference matches or beats mean-field inversion across phase-transitioning Ising, Potts, and Blume-Capel models.