Position: Quantum Kernel Machines Should Move Beyond Scalar-Valued Kernels to Realize Their Potential

Hachem Kadri, Joachim Tomasi, Yuka Hashimoto +1

Quantum kernel functions built using quantum-mechanical principles and have emerged as a centerpiece of quantum machine learning. The initial enthusiasm for quantum kernel machines…