10 citations · 18 across the 5 of their papers we have counts for
3 papers · 1 filter
Learning Hidden Structures with Relational Models by Adequately Involving Rich Information in A Network
Xuhui Fan, Richard Yi Da Xu, Longbing Cao +1
Effectively modelling hidden structures in a network is very practical but theoretically challenging. Existing relational models only involve very limited information, namely the b…
Dynamic Infinite Mixed-Membership Stochastic Blockmodel
Xuhui Fan, Longbing Cao, Richard Yi Da Xu
Directional and pairwise measurements are often used to model inter-relationships in a social network setting. The Mixed-Membership Stochastic Blockmodel (MMSB) was a seminal work…
Copula Mixed-Membership Stochastic Blockmodel for Intra-Subgroup Correlations
Xuhui Fan, Longbing Cao, Richard Yi Da Xu
The \emph{Mixed-Membership Stochastic Blockmodel (MMSB)} is a popular framework for modeling social network relationships. It can fully exploit each individual node's participation…