Parsimonious modeling with Information Filtering Networks

Wolfram Barfuss, Guido Previde Massara, T. Di Matteo +1

We introduce a methodology to construct parsimonious probabilistic models. This method makes use of Information Filtering Networks to produce a robust estimate of the global sparse…