New technique: Learning-based quantum error mitigation

[crazy4pi314]

New error mitigation technique: Learning-based quantum error mitigation

Problem

Mitiq needs more error mitigation techniques.

The Learning-based quantum error mitigation could be viewed as an enhancement to mitiq.cdr: Fit data with ansatz other than ax + b.

Rough requirements

• TBD

Draft RFC

https://docs.google.com/document/d/1VrZRV59-2ApemebfbL556Rj7I2AMhAS7bJgGuTg3K1w/edit?usp=sharing

[github-actions[bot]]

This issue had no activity for 2 months, and will be closed in one week unless there is new activity. Cheers!

[Misty-W]

@crazy4pi314 I'd like to give this one a try.

[crazy4pi314]

Awesome! I'd suggest drafting a proposal for the rough architecture/syntax you are thinking of, and then that give the community a good way to give feedback! There is a formal template in the docs folder, else sharing a word/Google doc link here works too.

[Misty-W]

Link to my draft RFC - still very rough

https://docs.google.com/document/d/1Bl8Ix4MB32wa_X_FwMx2LLmt3BRyzoyHwcuYphbGIV8/edit?usp=sharing

[github-actions[bot]]

This issue had no activity for 2 months, and will be closed in one week unless there is new activity. Cheers!

[Misty-W]

Draft RFC https://docs.google.com/document/d/13kD3O-sMZARgSTNItTn58hzWbDLs3I0WtFL3nZffh-M/edit

[Misty-W]

https://docs.google.com/document/d/1VrZRV59-2ApemebfbL556Rj7I2AMhAS7bJgGuTg3K1w/edit?usp=sharing

[github-actions[bot]]

This issue had no activity for 2 months, and will be closed in one week unless there is new activity. Cheers!

[nathanshammah]

The RFC (design document) has been approved.

[Misty-W]

Step 1 of implementation complete: function to calculate biased noise representations (see #1109)