Quantum Chebyshev Transform: Mapping, Embedding, Learning and Sampling Distributions

Chelsea A. Williams, Annie E. Paine, Hsin-Yu Wu +2

We develop a paradigm for building quantum models in the orthonormal space of Chebyshev polynomials. We show how to encode data into quantum states with amplitudes being Chebyshev…