160 citations · 244 across the 7 of their papers we have counts for
7 papers
Limitations of probabilistic error cancellation for open dynamics beyond sampling overhead
Yue Ma, M. S. Kim
Quantum simulation of dynamics is an important goal in the NISQ era, within which quantum error mitigation may be a viable path towards modifying or eliminating the effects of nois…
Non-Pauli errors can be efficiently sampled in qudit surface codes
Yue Ma, Michael Hanks, M. S. Kim
Surface codes are the most promising candidates for fault-tolerant quantum computation. Single qudit errors are typically modelled as Pauli operators, to which general errors are c…
Quantum Speedup in Adaptive Boosting of Binary Classification
Ximing Wang, Yuechi Ma, Min-Hsiu Hsieh +1
In classical machine learning, a set of weak classifiers can be adaptively combined to form a strong classifier for improving the overall performance, a technique called adaptive b…
Experimental Simultaneous Learning of Multiple Non-Classical Correlations
Mu Yang, Chang-liang Ren, Yue-chi Ma +7
Non-classical correlations can be regarded as resources for quantum information processing. However, the classification problem of non-classical correlations for quantum states rem…
Experimental Machine Learning of Quantum States
Jun Gao, Lu-Feng Qiao, Zhi-Qiang Jiao +7
Quantum information technologies provide promising applications in communication and computation, while machine learning has become a powerful technique for extracting meaningful s…
Transforming Bell's Inequalities into State Classifiers with Machine Learning
Yue-Chi Ma, Man-Hong Yung
Quantum information science has profoundly changed the ways we understand, store, and process information. A major challenge in this field is to look for an efficient means for cla…
Simulating Molecular Spectroscopy with Circuit Quantum Electrodynamics
Ling Hu, YueChi Ma, Y. Xu +5
Spectroscopy is a crucial laboratory technique for understanding quantum systems through their interactions with electromagnetic radiation. Particularly, spectroscopy is capable of…