Concentration inequalities for correlated network-valued processes with applications to community estimation and changepoint analysis

Sayak Chatterjee, Shirshendu Chatterjee, Soumendu Sundar Mukherjee +2

Network-valued time series are currently a common form of network data. However, the study of the aggregate behavior of network sequences generated from network-valued stochastic p…