International Business Machines Corporation
Quantum feature kernel estimation using an alternating two layer quantum circuit

Abstract:

Techniques and a system to facilitate quantum computation are provided. In one example, a system includes a processor that executes computer executable components stored in a memory; a quantum feature map circuit component that estimates a kernel associated with a feature map; and a support vector machine component that performs a classification using the estimated kernel.