Quantum-assisted Gaussian process regression

Zhao, ZK; Fitzsimons, JK; Fitzsimons, JF

Fitzsimons, JF (reprint author), Singapore Univ Technol & Design, 8 Somapah Rd, Singapore 487372, Singapore.; Fitzsimons, JF (reprint author), Natl Univ Singapore, Ctr Quantum Technol, 3 Sci Dr 2, Singapore 117543, Singapore.; Fitzsimons, JF (reprint auth

PHYSICAL REVIEW A, 2019; 99 (5):

Abstract

Gaussian processes (GPs) are a widely used model for regression problems in supervised machine learning. Implementation of GP regression typically req......

Full Text Link