Nondiscrimination
nounverified·updated May 18, 2026
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.
Framework senses
- §1
- the practice of treating people, companies, countries, etc. in the same way as others in order to be fair:
- §1
- the practice of treating people, companies, countries, etc. in the same way as others in order to be fair
- §1
- 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.
- §1
- fairness in treating people without prejudice