363 citations · 1.2k across the 45 of their papers we have counts for
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quant-ph2021★ 25 cited
Quantum algorithm for Neighborhood Preserving Embedding
Shi-Jie Pan, Lin-Chun Wan, Hai-Ling Liu +4
Neighborhood Preserving Embedding (NPE) is an important linear dimensionality reduction technique that aims at preserving the local manifold structure. NPE contains three steps, i.…
quant-ph2021★ 37 cited
Quantum algorithms for anomaly detection using amplitude estimation
Ming-Chao Guo, Hai-Ling Liu, Yong-Mei Li +4
Anomaly detection plays a critical role in fraud detection, health care, intrusion detection, military surveillance, etc. Anomaly detection algorithm based on density estimation (c…