55 citations · 91 across the 3 of their papers we have counts for
3 papers
quant-ph2018★ 55 cited
Quantum algorithm and quantum circuit for A-Optimal Projection: dimensionality reduction
Bojia Duan, Jiabin Yuan, Juan Xu +1
Learning low dimensional representation is a crucial issue for many machine learning tasks such as pattern recognition and image retrieval. In this article, we present a quantum al…
quant-ph2017★ 32 cited
Efficient quantum circuit for singular value thresholding
Bojia Duan, Jiabin Yuan, Ying Liu +1
Singular value thresholding (SVT) operation is a fundamental core module in many mathematical models in computer vision and machine learning, particularly for many nuclear norm min…
quant-ph2017★ 4 cited
Quantum walks on regular uniform hypergraphs
Ying Liu, Jiabin Yuan, Bojia Duan +1
Quantum walks on graphs have shown prioritized benefits and applications in wide areas. In some scenarios, however, it may be more natural and accurate to mandate high-order relati…