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Quantum Physics

arXiv:2109.04457 (quant-ph)
[Submitted on 9 Sep 2021 (v1), last revised 22 Sep 2022 (this version, v5)]

Title:Fundamental limits of quantum error mitigation

Authors:Ryuji Takagi, Suguru Endo, Shintaro Minagawa, Mile Gu
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Abstract:The inevitable accumulation of errors in near-future quantum devices represents a key obstacle in delivering practical quantum advantages, motivating the development of various quantum error-mitigation methods. Here, we derive fundamental bounds concerning how error-mitigation algorithms can reduce the computation error as a function of their sampling overhead. Our bounds place universal performance limits on a general error-mitigation protocol class. We use them to show (1) that the sampling overhead that ensures a certain computational accuracy for mitigating local depolarizing noise in layered circuits scales exponentially with the circuit depth for general error-mitigation protocols and (2) the optimality of probabilistic error cancellation among a wide class of strategies in mitigating the local dephasing noise on an arbitrary number of qubits. Our results provide a means to identify when a given quantum error-mitigation strategy is optimal and when there is potential room for improvement.
Comments: 12+10 pages, 10 figures. v5: extended the results on protocol benchmarking; published version
Subjects: Quantum Physics (quant-ph)
Cite as: arXiv:2109.04457 [quant-ph]
  (or arXiv:2109.04457v5 [quant-ph] for this version)
  https://doi.org/10.48550/arXiv.2109.04457
arXiv-issued DOI via DataCite
Journal reference: npj Quantum Inf. 8, 114 (2022)
Related DOI: https://doi.org/10.1038/s41534-022-00618-z
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Submission history

From: Ryuji Takagi [view email]
[v1] Thu, 9 Sep 2021 17:56:14 UTC (232 KB)
[v2] Wed, 22 Sep 2021 13:38:07 UTC (366 KB)
[v3] Thu, 28 Oct 2021 15:12:05 UTC (4,399 KB)
[v4] Wed, 2 Mar 2022 15:10:38 UTC (4,031 KB)
[v5] Thu, 22 Sep 2022 11:57:00 UTC (4,165 KB)
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