54 citations · 320 across the 29 of their papers we have counts for
Showing 2019 · quant-phShow all
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quant-ph2019★ 22 cited
Collective optimization for variational quantum eigensolvers
Dan-Bo Zhang, Tao Yin
Variational quantum eigensolver (VQE) optimizes parameterized eigenstates of a Hamiltonian on a quantum processor by updating parameters with a classical computer. Such a hybrid qu…
quant-ph2019★ 17 cited
Quantum-enhanced least-square support vector machine: simplified quantum algorithm and sparse solutions
Jie Lin, Dan-Bo Zhang, Shuo Zhang +3
Quantum algorithms can enhance machine learning in different aspects. Here, we study quantum-enhanced least-square support vector machine (LS-SVM). Firstly, a novel quantum algorit…
quant-ph2019★ 18 cited
Protocol for implementing quantum nonparametric learning with trapped ions
Dan-Bo Zhang, Shi-Liang Zhu, Z. D. Wang
Nonparametric learning is able to make reliable predictions by extracting information from similarities between a new set of input data and all samples. Here we point out a quantum…