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New Technique: Symmetry Adjusted Classical Shadows #2375

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purva-thakre opened this issue May 17, 2024 · 0 comments
Open

New Technique: Symmetry Adjusted Classical Shadows #2375

purva-thakre opened this issue May 17, 2024 · 0 comments
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feature-request A request for a feature, tool, or workflow in Mitiq. needs/agreed-design Needs a plan of action that is agreed upon to complete. needs/rfc Needs a detailed design document. new technique For proposed new techniques shadows classical shadows module

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@purva-thakre
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purva-thakre commented May 17, 2024

Introduced in https://arxiv.org/abs/2310.03071

The technique uses Classical Shadows (especially Robust Shadows) to exploit the global symmetries inherent to a quantum system. It does not work if gate-dependent errors are considered at each circuit layer as the errors in the full quantum circuit are accounted for at once in post-processing.

Testing this new module with other mitigation techniques would be interesting as combining Classical Shadows with PEC led to better results. https://arxiv.org/abs/2305.04956

Note: Working on the implementation of this technique will also involve cleanup associated with the code and documentation of Classical Shadows in Mitiq. For more info, see #2110, #2129, and #2138.

@purva-thakre purva-thakre added feature-request A request for a feature, tool, or workflow in Mitiq. needs/agreed-design Needs a plan of action that is agreed upon to complete. needs/rfc Needs a detailed design document. new technique For proposed new techniques labels May 17, 2024
@purva-thakre purva-thakre added the shadows classical shadows module label May 18, 2024
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Labels
feature-request A request for a feature, tool, or workflow in Mitiq. needs/agreed-design Needs a plan of action that is agreed upon to complete. needs/rfc Needs a detailed design document. new technique For proposed new techniques shadows classical shadows module
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