KAP-CPD aggregates multiple kernels into a distribution-free change-point test for dynamic networks and supplies a fast analytic implementation.
Asymptotic distribution-free change-point detection for modern data based on a new ranking scheme.IEEE Transactions on Information Theory, 71(8):6183– 6197, 2025
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KAP-CPD: Kernel Aggregation for Change-Point Detection in Dynamic Networks
KAP-CPD aggregates multiple kernels into a distribution-free change-point test for dynamic networks and supplies a fast analytic implementation.