TopoNTK defines a new kernel for simplicial complexes via Hodge Laplacians that is sensitive to higher-order topology and exhibits topological spectral bias in learning.
Proceedings of the 41st International Conference on Machine Learning , series=
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Topological Neural Tangent Kernel
TopoNTK defines a new kernel for simplicial complexes via Hodge Laplacians that is sensitive to higher-order topology and exhibits topological spectral bias in learning.