Yu-Qi Li

Resource-Tunable Quantum Circuit Implementation of Nonlinear Element-Wise Transformations

Nonlinear transformations are important in quantum machine learning and other quantum numerical applications, which can be reduced to the implementation of element-wise polynomials through polynomial approximation. Existing works establish the feasibility of transformations and improve query or auxiliary-space efficien...