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

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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.
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