no code implementations • 1 Mar 2022 • Zhan Yu, Xuanqiang Zhao, Benchi Zhao, Xin Wang
In this work, we solve the problem on the minimum size of sufficient quantum datasets for learning a unitary transformation exactly, which reveals the power and limitation of quantum data.
2 code implementations • 28 Jan 2021 • Xuanqiang Zhao, Benchi Zhao, Zihe Wang, Zhixin Song, Xin Wang
Here we introduce LOCCNet, a machine learning framework facilitating protocol design and optimization for distributed quantum information processing tasks.