Scholtes Ingo. Machine Learning for Complex Networks. Lecture 3. Generative Models and Statistical Inference

The lecture, University of Würzburg, Germany, Univ.-Prof. Dr. rer. nat. Ingo Scholtes, 2022, 60 p.Generative Models and Statistical Ensembles
G(n, m) random graph model
G(n, p) random graph model
Degree distribution of the random graph
Random graphs with given degrees
Generative models and likelihood
Statistical inference in networks