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quant-ph2024
Learning Parameterized Quantum Circuits with Quantum Gradient
Keren Li, Yuanfeng Wang, Pan Gao +1
Parameterized quantum circuits (PQCs) are crucial for quantum machine learning and circuit synthesis, enabling the practical implementation of complex quantum tasks. However, PQC l…
quant-ph2024
Quantum Resonant Dimensionality Reduction and Its Application in Quantum Machine Learning
Fan Yang, Furong Wang, Xusheng Xu +4
Quantum computing is a promising candidate for accelerating machine learning tasks. Limited by the control accuracy of current quantum hardware, reducing the consumption of quantum…