Pauli error estimation via Population Recovery Article Swipe
YOU?
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· 2021
· Open Access
·
· DOI: https://doi.org/10.22331/q-2021-09-23-549
Motivated by estimation of quantum noise models, we study the problem of learning a Pauli channel, or more generally the Pauli error rates of an arbitrary channel. By employing a novel reduction to the "Population Recovery" problem, we give an extremely simple algorithm that learns the Pauli error rates of an -qubit channel to precision in using just applications of the channel. This is optimal up to the logarithmic factors. Our algorithm uses only unentangled state preparation and measurements, and the post-measurement classical runtime is just an factor larger than the measurement data size. It is also impervious to a limited model of measurement noise where heralded measurement failures occur independently with probability .We then consider the case where the noise channel is close to the identity, meaning that the no-error outcome occurs with probability . In the regime of small we extend our algorithm to achieve multiplicative precision (i.e., additive precision ) using just applications of the channel.
Related Topics
- Type
- article
- Language
- lv
- Landing Page
- https://doi.org/10.22331/q-2021-09-23-549
- https://quantum-journal.org/papers/q-2021-09-23-549/pdf/
- OA Status
- gold
- Cited By
- 28
- References
- 44
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3163784880
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W3163784880Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.22331/q-2021-09-23-549Digital Object Identifier
- Title
-
Pauli error estimation via Population RecoveryWork title
- Type
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articleOpenAlex work type
- Language
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lvPrimary language
- Publication year
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2021Year of publication
- Publication date
-
2021-09-23Full publication date if available
- Authors
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Steven T. Flammia, Ryan O apos DonnellList of authors in order
- Landing page
-
https://doi.org/10.22331/q-2021-09-23-549Publisher landing page
- PDF URL
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https://quantum-journal.org/papers/q-2021-09-23-549/pdf/Direct link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://quantum-journal.org/papers/q-2021-09-23-549/pdf/Direct OA link when available
- Concepts
-
Pauli exclusion principle, Multiplicative function, Logarithm, Mathematics, Algorithm, Channel (broadcasting), Noise (video), Population, Qubit, Observational error, Statistics, Physics, Statistical physics, Quantum mechanics, Quantum, Computer science, Mathematical analysis, Artificial intelligence, Telecommunications, Demography, Sociology, Image (mathematics)Top concepts (fields/topics) attached by OpenAlex
- Cited by
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28Total citation count in OpenAlex
- Citations by year (recent)
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2025: 8, 2024: 8, 2023: 7, 2022: 5Per-year citation counts (last 5 years)
- References (count)
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44Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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