• The Stochastic Complexity of Spin Models: Are Pairwise Models Really Simple? 

      Beretta, Alberto; Battistin, Claudia; de Mulatier, Clelia; Mastromatteo, Iacopo; Marsili, Matteo (Journal article; Peer reviewed, 2018)
      Models can be simple for different reasons: because they yield a simple and computationally efficient interpretation of a generic dataset (e.g., in terms of pairwise dependencies)—as in statistical learning—or because they ...