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arXiv · 2302.02731

Root Laplacian Eigenmaps with their application in spectral embedding

Shouvik Datta Choudhury
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Abstract

The root laplacian operator or the square root of Laplacian which can be obtained in complete Riemannian manifolds in the Gromov sense has an analog in graph theory as a square root of graph-Laplacian. Some potential applications have been shown in geometric deep learning (spectral clustering) and graph signal processing.

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Shouvik Datta Choudhury. 2023-02-06. Root Laplacian Eigenmaps with their application in spectral embedding. https://arxiv.org/abs/2302.02731

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