BIRS Workshop Lecture Videos

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BIRS Workshop Lecture Videos

A Kernel for Multiparameter Persistence Kerber, Michael


Kernels for one-parameter persistent homology have been established to connect persistent homology with machine learning techniques, We contribute a kernel construction for multiparameter persistence by integrating a one-parameter kernel along straight lines. We prove a stability result for our construction and show that our kernel can be approximated in polynomial time to any absolute precision.

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