Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature Spaces

Takahiro Goto, Quoc Hoan Tran, Kohei Nakajima

Encoding classical data into quantum states is considered a quantum feature map to map classical data into a quantum Hilbert space. This feature map provides opportunities to incor…