Optimization Methods for Complex Networks
Relevant Publications
Venturini, Sara, et al. "A variance-aware multiobjective Louvain-like method for community detection in multiplex networks." Journal of Complex Networks 10.6 (2022): cnac048.
Bomze, Immanuel M., Francesco Rinaldi, and Damiano Zeffiro. "Fast Cluster Detection in Networks by First Order Optimization." SIAM Journal on Mathematics of Data Science 4.1 (2022): 285-305.
Cristofari, Andrea, Francesco Rinaldi, and Francesco Tudisco. "Total variation based community detection using a nonlinear optimization approach." SIAM Journal on Applied Mathematics 80.3 (2020): 1392-1419.
Hungerford, James T., and Francesco Rinaldi. "A general regularized continuous formulation for the maximum clique problem." Mathematics of Operations Research 44.4 (2019): 1161-1173.