Construct · 1 fields · 1 citations

outcome homogenization: a standalone construct

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

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outcomehomogenization1 CONSTRUCTOutcome homogenizationBOMMASANI · ALGORITHMIC

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

Algorithmic fairness

the degree to which the same individuals or groups receive negative outcomes from many decision systems, studied as a possible effect of shared models.

In algorithmic fairness, outcome homogenization refers to the degree to which the same individuals or groups receive negative outcomes from Many decision systems, studied as a possible effect of shared models. This meaning comes from Bommasani (2022) in Advances in Neural Information Processing Systems 35.[1]

Unit
Recovery means
Measured by

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Nearby constructs

degree1 fields · 1 citationsanchor · a standalone constructfairness4 fields · 4 citationsjingle · one word, four constructsinformation4 fields · 5 citationsjingle · one word, four constructs

References

  1. Bommasani, R., Creel, K. A., Kumar, A., Jurafsky, D., & Liang, P. (2022). Picking on the Same Person: Does Algorithmic Monoculture Lead to Outcome Homogenization? Advances in Neural Information Processing Systems 35. https://doi.org/10.52202/068431-0265

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