54 citations · 320 across the 29 of their papers we have counts for
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quant-ph2018★ 4 cited
Nonlinear regression based on a hybrid quantum computer
Dan-Bo Zhang, Shi-Liang Zhu, Z. D. Wang
Incorporating nonlinearity into quantum machine learning is essential for learning a complicated input-output mapping. We here propose quantum algorithms for nonlinear regression,…
quant-ph2018★ 17 cited
Realizing quantum linear regression with auxiliary qumodes
Dan-Bo Zhang, Zheng-Yuan Xue, Shi-Liang Zhu +1
In order to exploit quantum advantages, quantum algorithms are indispensable for operating machine learning with quantum computers. We here propose an intriguing hybrid approach of…