A unified view of generative models for networks: models, methods, opportunities, and challenges

Abigail Z. Jacobs, Aaron Clauset

Research on probabilistic models of networks now spans a wide variety of fields, including physics, sociology, biology, statistics, and machine learning. These efforts have produce…