Before revision:  The numerical inversion of the system of integral equations allows us to propose a fast and efficient method  ] to perform a non-parametric estimation of the Hawkes kernel matrix.
After revision:  The numerical inversion of the system of integral equations allows us to propose a fast and efficient method Bacry and Muzy, 2013] to perform a non-parametric estimation of the Hawkes kernel matrix.