Asymptotic Theory for Differentially Private Generalized $\beta$-models with Parameters Increasing

Yifan Fan, Huiming Zhang, Ting Yan

Modelling edge weights play a crucial role in the analysis of network data, which reveals the extent of relationships among individuals. Due to the diversity of weight information,…