In this joint work with Shahar Mendelson and Nikita Zhivotovsky, we study concentration properties of the largest eigenvalue of the adjacency matrix of a G(n,p) random graph. We use inequalities for higher moments of general functions of independent random variables and delocalization of the eigenvectors to prove nonasymptotic concentration inequalities. In particular, we prove that the...