Construct · 1 fields · 1 citations

fairwashing: a standalone construct

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

● anchor · a standalone construct Nearest construct by meaning·not indexed

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

Algorithmic fairness

producing misleading explanations that make an unfair black-box model appear to follow fair decision rules.

In algorithmic fairness, fairwashing refers to producing misleading explanations that make an unfair black-box model appear to follow fair decision rules. This meaning comes from Aïvodji (2019) in arXiv.[1]

Unit
Recovery means
Measured by

Run it through the Collider, or take the citations with you.

See how fairwashing sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in Collider Export BibTeX Report this entry

Nearby constructs

black box4 fields · 4 citationsjingle · one word, four constructs fairness4 fields · 4 citationsjingle · one word, four constructs follow1 fields · 1 citationsanchor · a standalone construct

References

Aïvodji, U., Arai, H., Fortineau, O., Gambs, S., Hara, S., & Tapp, A. (2019). Fairwashing: the risk of rationalization. arXiv. https://doi.org/10.48550/arxiv.1901.09749

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct