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Statistical Inference of Minimally Complex Models
These are spin models, with interactions of arbitrary order, that are composed of independent components of minimal complexity (Beretta et al., 2018).
The Stochastic complexity of spin models: Are pairwise models really simple?
We thus found that the complexity (or simplicity) of a model is not determined by the order of the interactions, but rather by their mutual arrangements.
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