78 citations · 128 across the 6 of their papers we have counts for
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quant-ph2021★ 19 cited
Quantum Gaussian process regression
Menghan Chen, Gongde Guo, Song Lin +1
In this paper, a quantum algorithm based on gaussian process regression model is proposed. The proposed quantum algorithm consists of three sub-algorithms. One is the first quantum…
quant-ph2021★ 31 cited
Quantum Dimensionality Reduction by Linear Discriminant Analysis
Kai Yu, Gong-De Guo, Song Lin
Dimensionality reduction (DR) of data is a crucial issue for many machine learning tasks, such as pattern recognition and data classification. In this paper, we present a quantum a…
quant-ph2021★ 78 cited
Quantum K-nearest neighbor classification algorithm based on Hamming distance
Jing Li, Song Lin, Yu Kai +1
K-nearest neighbor classification algorithm is one of the most basic algorithms in machine learning, which determines the sample's category by the similarity between samples. In th…