Semi-supervised Node Importance Estimation with Informative Distribution Modeling for Uncertainty Regularization

Yankai Chen, Taotao Wang, Yixiang Fang +1

Node importance estimation, a classical problem in network analysis, underpins various web applications. Previous methods either exploit intrinsic topological characteristics, e.g.…