48 citations · 101 across the 7 of their papers we have counts for
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quant-ph2019★ 43 cited
Variational Quantum Algorithms for Dimensionality Reduction and Classification
Jin-Min Liang, Shu-Qian Shen, Ming Li +1
In this work, we present a quantum neighborhood preserving embedding and a quantum local discriminant embedding for dimensionality reduction and classification. We demonstrate that…
quant-ph2019★ 48 cited
Quantum Anomaly Detection with Density Estimation and Multivariate Gaussian Distribution
Jin-Ming Liang, Shu-Qian Shen, Ming Li +1
We study quantum anomaly detection with density estimation and multivariate Gaussian distribution. Both algorithms are constructed using the standard gate-based model of quantum co…