L${}_1$ Regularization for Reconstruction of a non-equilibrium Ising Model

Hong-Li Zeng, John Hertz, Yasser Roudi

The couplings in a sparse asymmetric, asynchronous Ising network are reconstructed using an exact learning algorithm. L${}_1$ regularization is used to remove the spurious weak conne…