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06/16/2022
Concentration of Data Encoding in Parameterized Quantum Circuits
Variational quantum algorithms have been acknowledged as a leading strat...
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05/11/2022
Quantum Self-Attention Neural Networks for Text Classification
An emerging direction of quantum computing is to establish meaningful qu...
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03/09/2022
Information recoverability of noisy quantum states
Classical information, also known as shadow information, carried by quan...
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03/01/2022
Optimal quantum dataset for learning a unitary transformation
Unitary transformations formulate the time evolution of quantum states. ...
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01/28/2021
LOCCNet: a machine learning framework for distributed quantum information processing
Distributed quantum information processing is essential for building qua...
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12/10/2020