L-2 Regularized maximum likelihood for $\beta$-model in large and sparse networks

Meijia Shao, Yu Zhang, Qiuping Wang +3

The $\beta$-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 a…