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    Quantum Algorithm for K-Nearest Neighbors Classification Based on the Categorical Tensor Network States

    The quantum K-nearest neighbor algorithm is superior to the classical K-nearest neighbor algorithm in terms of classification efficiency and accuracy. We utilize a graphical data structure called categorical t...

    Yan-zhu Ma, Hong-fei Song, Jun Zhang in International Journal of Theoretical Physics (2021)