Dictionary · A survey on measuring indirect discrimination in machine learning
L2 — definitions grouped by regulatory framework.
1 sense under A survey on measuring indirect discrimination in machine learning
Nouns
1 sense- Nondiscrimination
In the context of machine learning non-discrimination can be defined as follows: (1) people that are similar in terms non-protected characteristics should receive similar predictions, and (2) differences in predictions across groups of people can only be as large as justified by non-protected characteristics.