Physical Implementability of Linear Maps and Its Application in Error Mitigation

Jiaqing Jiang1,2, Kun Wang1, and Xin Wang1

1Institute for Quantum Computing, Baidu Research, Beijing 100193, China
2Computing and Mathematical Sciences, California Institute of Technology, Pasadena, CA USA

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Completely positive and trace-preserving maps characterize physically implementable quantum operations. On the other hand, general linear maps, such as positive but not completely positive maps, which can not be physically implemented, are fundamental ingredients in quantum information, both in theoretical and practical perspectives. This raises the question of how well one can simulate or approximate the action of a general linear map by physically implementable operations. In this work, we introduce a systematic framework to resolve this task using the quasiprobability decomposition technique. We decompose a target linear map into a linear combination of physically implementable operations and introduce the $\textit{physical implementability}$ measure as the least amount of negative portion that the quasiprobability must pertain, which directly quantifies the cost of simulating a given map using physically implementable quantum operations. We show this measure is efficiently computable by semidefinite programs and prove several properties of this measure, such as faithfulness, additivity, and unitary invariance. We derive lower and upper bounds in terms of the Choi operator's trace norm and obtain analytic expressions for several linear maps of practical interests. Furthermore, we endow this measure with an operational meaning within the quantum error mitigation scenario: it establishes the lower bound of the sampling cost achievable via the quasiprobability decomposition technique. In particular, for parallel quantum noises, we show that global error mitigation has no advantage over local error mitigation.

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Cited by

[1] Xin Wang, Zhixin Song, and Youle Wang, "Variational Quantum Singular Value Decomposition", arXiv:2006.02336.

[2] Kun Wang, Yu-Ao Chen, and Xin Wang, "Measurement Error Mitigation via Truncated Neumann Series", arXiv:2103.13856.

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[6] Bartosz Regula, Ryuji Takagi, and Mile Gu, "Operational applications of the diamond norm and related measures in quantifying the non-physicality of quantum maps", arXiv:2102.07773.

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[8] Kun Wang, Yu-Ao Chen, and Xin Wang, "Mitigating Quantum Errors via Truncated Neumann Series", arXiv:2111.00691.

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