Label propagation is a semi-supervised machine learning algorithm that assigns labels to unlabeled data points by propagating labels from a small subset of labeled data points. It can be used to find communities within complex networks and has advantages in terms of running time and the amount of prior information needed about the network structure, but it does not produce a unique solution.
Stanford University
Winter 2023
The course focuses on the analysis of large graphs and uses machine learning to gain insights into social, technological, and biological systems. Topics include Graph Neural Networks, influence maximization, disease outbreak detection, and social network analysis.
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