Thermodynamics of the Minimum Description Length on Community Detection

19 Jun 2018Juan Ignacio PerottiClaudio Juan TessoneAaron ClausetGuido Caldarelli

Modern statistical modeling is an important complement to the more traditional approach of physics where Complex Systems are studied by means of extremely simple idealized models. The Minimum Description Length (MDL) is a principled approach to statistical modeling combining Occam's razor with Information Theory for the selection of models providing the most concise descriptions... (read more)

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