48 citations · 88 across the 6 of their papers we have counts for
3 papers
quant-ph2020★ 6 cited
Nonlinear Improvement of Qubit-qudit Entanglement Witnesses
Shu-Qian Shen, Jin-Min Liang, Ming Li +2
The entanglement witness is an important and experimentally applicable tool for entanglement detection. In this paper, we provide a nonlinear improvement of any entanglement witnes…
quant-ph2019
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…