most citedSparse eigenbasis approximation: multiple feature extraction across spatiotemporal scales with application to coherent set identification

49 citations · 52 across the 2 of their papers we have counts for

collaborators

2 papers

math.DG2023★ 3 cited

Higher Cheeger ratios of features in Laplace-Beltrami eigenfunctions

Gary Froyland, Christopher P. Rock

This paper investigates links between the eigenvalues and eigenfunctions of the Laplace-Beltrami operator, and the higher Cheeger constants of smooth Riemannian manifolds, possibly…

math.NA2018★ 49 cited

Sparse eigenbasis approximation: multiple feature extraction across spatiotemporal scales with application to coherent set identification

Gary Froyland, Christopher P. Rock, Konstantinos Sakellariou

The output of spectral clustering is a collection of eigenvalues and eigenvectors that encode important connectivity information about a graph or a manifold. This connectivity info…