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What is Spectral Clustering about?

This tutorial introduces spectral clustering, a modern clustering algorithm that outperforms traditional methods like k-means. It explains the mathematical foundations, including similarity graphs and graph Laplacians, and derives various spectral clustering algorithms while discussing their advantages and disadvantages. The tutorial aims to provide intuition on how these algorithms work and their applications across different scientific fields.

Author

celina.sader

Language

EN