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physics.data-an2018★ 50 cited
Statistical Criticality arises in Most Informative Representations
Ryan John Cubero, Junghyo Jo, Matteo Marsili +2
We show that statistical criticality, i.e. the occurrence of power law frequency distributions, arises in samples that are maximally informative about the underlying generating pro…
physics.data-an2012★ 47 cited
Maximum likelihood reconstruction for Ising models with asynchronous updates
Hong-Li Zeng, Mikko Alava, Erik Aurell +2
We describe how the couplings in an asynchronous kinetic Ising model can be inferred. We consider two cases, one in which we know both the spin history and the update times and one…