Higher-order interactions in statistical physics and machine learning: A model-independent solution to the inverse problem at equilibrium

Sjoerd Viktor Beentjes, Ava Khamseh

The problem of inferring pair-wise and higher-order interactions in complex systems involving large numbers of interacting variables, from observational data, is fundamental to man…