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2026 1

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Topological Neural Tangent Kernel

cs.LG · 2026-05-01 · unverdicted · novelty 7.0

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.

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  • Topological Neural Tangent Kernel cs.LG · 2026-05-01 · unverdicted · none · ref 2

    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.