Concentration for matrix martingales in continuous time and microscopic activity of social networks

Emmanuel Bacry, Stéphane Gaïffas, Jean-François Muzy

This paper gives new concentration inequalities for the spectral norm of a wide class of matrix martingales in continuous time. These results extend previously established Freedman…