Local and Multi-Scale Strategies to Mitigate Exponential Concentration in Quantum Kernels

Claudia Zendejas-Morales, Debashis Saikia, Utkarsh Singh

Fidelity-based quantum kernels provide a direct interface between quantum feature maps and classical kernel methods, but they can exhibit exponential concentration: with increasing…