Optimal Laplacian regularization for sparse spectral community detection

Lorenzo Dall'Amico, Romain Couillet, Nicolas Tremblay

Regularization of the classical Laplacian matrices was empirically shown to improve spectral clustering in sparse networks. It was observed that small regularizations are preferabl…