The Hamming quantum kernel, built from full measurement statistics of the same quantum circuits used for fidelity kernels, outperforms the fidelity kernel at 15+ qubits and the classical Gaussian kernel on synthetic quantum data up to 27 qubits.
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Support Vector Machine with a Scalable Quantum Kernel
The Hamming quantum kernel, built from full measurement statistics of the same quantum circuits used for fidelity kernels, outperforms the fidelity kernel at 15+ qubits and the classical Gaussian kernel on synthetic quantum data up to 27 qubits.