Construct · 1 fields · 1 citations

algorithmic recourse: a standalone construct

One name. One construct. A landmark on the map.

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algorithmicrecourse1 CONSTRUCTAlgorithmic recourseUSTUN · ALGORITHMIC FAIRNESS

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Algorithmic fairness

a person's ability to change an unfavorable automated decision, such as a loan denial, by altering features that are actually within their control.

In algorithmic fairness, algorithmic recourse refers to a person's ability to change an unfavorable automated decision, such as a loan denial, by altering features that are actually within their control. This meaning comes from Ustun (2019) in Proceedings of the Conference on Fairness, Accountability, and Transparency.[1]

Unit
Recovery means
Measured by

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Nearby constructs

counterfactual explanations1 fields · 1 citationsanchor · a standalone construct

References

  1. Ustun, B., Spangher, A., & Liu, Y. (2019). Actionable Recourse in Linear Classification. Proceedings of the Conference on Fairness, Accountability, and Transparency. https://doi.org/10.1145/3287560.3287566

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