An Introduction to Spectral Clustering

Abstract: Spectral clustering refers to a group of techniques that utilize the spectrum of a similarity matrix to draw conclusions about high-dimensional data. In this presentation we will introduce the basic ideas and definitions utilized in spectral clustering and provide some sample applications.

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