59 citations · 74 across the 16 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
stat.ME2020★ 2 cited
Distributed Community Detection for Large Scale Networks Using Stochastic Block Model
Shihao Wu, Zhe Li, Xuening Zhu
With rapid developments of information and technology, large scale network data are ubiquitous. In this work we develop a distributed spectral clustering algorithm for community de…
stat.ME2020★ 3 cited
Community Network Auto-Regression for High-Dimensional Time Series
Elynn Y. Chen, Jianqing Fan, Xuening Zhu
Modeling responses on the nodes of a large-scale network is an important task that arises commonly in practice. This paper proposes a community network vector autoregressive (CNAR)…
stat.ME2020
Group Network Hawkes Process
Guanhua Fang, Ganggang Xu, Haochen Xu +2
In this work, we study the event occurrences of individuals interacting in a network. To characterize the dynamic interactions among the individuals, we propose a group network Haw…