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Vincent P. Grande

2 accepted papers

2024

Disentangling the Spectral Properties of the Hodge Laplacian: not all small Eigenvalues are Equal

ICASSP 2024accepted

The rich spectral information of the graph Laplacian has been instrumental in graph theory, machine learning, and graph signal processing for applications such as graph classification, clustering, or eigenmode analysis. Recently, the Hodge Laplacian has come into focus as a generalisation of the ord…

Cited by 0SourceScholar
2023

Signal Processing On Product Spaces

ICASSP 2023accepted

We establish a framework for signal processing on product spaces of simplicial and cellular complexes. For simplicity, we focus on the product of two complexes representing time and space, although our results generalize naturally to products of simplicial complexes of arbitrary dimension. Our frame…

Cited by 0SourceScholar