L-2 Regularized maximum likelihood for ${\hat{I}}^2$-model in large and sparse networks

Meijia Shao, Yu Zhang, Qiuping Wang +3

The ${\hat{I}}^2$-model is a powerful tool for modeling large and sparse networks driven by degree heterogeneity, where many network models become infeasible due to computational challenge…