130 citations · 214 across the 12 of their papers we have counts for
Showing 2021 · quant-phShow all
3 papers · 2 filters
quant-ph2021★ 39 cited
Quantum Phase Recognition via Quantum Kernel Methods
Yusen Wu, Bujiao Wu, Jingbo Wang +1
The application of quantum computation to accelerate machine learning algorithms is one of the most promising areas of research in quantum algorithms. In this paper, we explore the…
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★ 7 cited
Estimating Gibbs partition function with quantumClifford sampling
Yusen Wu, Jingbo Wang
The partition function is an essential quantity in statistical mechanics, and its accurate computation is a key component of any statistical analysis of quantum system and phenomen…