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Tutorial: Machine Learning With Quantum Computers

What are Quantum Models?

Maria Schuld


An important result in recent years was that some “quantum models” are just kernel methods: encoding the data into quantum states is a feature map, and the rest of a quantum algorithm defines a linear decision boundary. We discuss important consequences of this link and give you a glimpse of some “quantum kernels”.