Chapter 3 Quantum Kernel Methods

In this chapter, we provide a step-by-step explanation of the transition from classical kernel machines to quantum kernel machines, covering:

• Classical kernel
• Quantum kernel
• Theoretical foundation of quantum kernel machines: expressivity and generalization
• Recent advancements in quantum kernel machines