314 citations · 1.4k across the 44 of their papers we have counts for
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cs.LG2019★ 11 cited
A Quantum-inspired Algorithm for General Minimum Conical Hull Problems
Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu +1
A wide range of fundamental machine learning tasks that are addressed by the maximum a posteriori estimation can be reduced to a general minimum conical hull problem. The best-know…
quant-ph2019★ 23 cited
Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications
Yuxuan Du, Min-Hsiu Hsieh, Dacheng Tao
The exploration of quantum algorithms that possess quantum advantages is a central topic in quantum computation and quantum information processing. One potential candidate in this…