2 papers
stat.ML2024
Community Detection with Heterogeneous Block Covariance Model
Xiang Li, Yunpeng Zhao, Qing Pan +1
Community detection is the task of clustering objects based on their pairwise relationships. Most of the model-based community detection methods, such as the stochastic block model…
stat.ME2023
Network Inference Using the Hub Model and Variants
Zhibing He, Yunpeng Zhao, Peter Bickel +3
Statistical network analysis primarily focuses on inferring the parameters of an observed network. In many applications, especially in the social sciences, the observed data is the…