Efficient community detection in sparse networks with non-backtracking random walkers

This post present the report of my mini project of the course “Networks” at the university of Oxford. It deals with the apparent lack of performance of community detection of classical spectral methods and present the operators introduced in the litterature to overcome this problem.

The report of the mini project can be found here.