A Theory of Mean Field Approximation
نویسنده
چکیده
I present a theory of mean field approximation based on information geometry. This theory includes in a consistent way the naive mean field approximation, as well as the TAP approach and the linear response theorem in statistical physics, giving clear information-theoretic interpretations to them.
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تاریخ انتشار 1998