The Kato--Temple inequality and eigenvalue concentration with applications to graph inference

Joshua Cape, Minh Tang, Carey E. Priebe

We present an adaptation of the Kato--Temple inequality for bounding perturbations of eigenvalues with applications to statistical inference for random graphs, specifically hypothe…