Netsy musings .. Fledgling forays in the world of Network and Data Science research: First order approximation for MAP detector for disparate weak external fields.

First order approximation for MAP detector for disparate weak external fields.

Finally, we have a closed form expression for the MAP detector. Its a the first order approximation valid for weakish edge and node potentials...
Icing on the cake: Decision statistic does not need the entire adjacency matrix, Just the first order degree information.

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First order approximation for MAP detector for disparate weak external fields.