2 papers
stat.ME2025
Pseudo-Likelihood Ratio Screening based on Network Data with Applications
Wei Hu, Danyang Huang, Bo Zhang
Social network platforms today generate vast amounts of data, including network structures and a large number of user-defined tags, which reflect users' interests. The dimensionali…
stat.ME2024
Distributed Pseudo-Likelihood Method for Community Detection in Large-Scale Networks
Jiayi Deng, Danyang Huang, Bo Zhang
This paper proposes a distributed pseudo-likelihood method (DPL) to conveniently identify the community structure of large-scale networks. Specifically, we first propose a block-wi…