Biased algorithm AI Ethics & Fairness
noun phrase
Definition: A computer algorithm or system that produces systematic and repeatable unfair outcomes, such as privileging one group of users over another [Bakanach 2023/2024].
Example in context: “In our opinion, algorithmic bias is one of the critical challenges associated with building ML models because it can result in incorrect or unfair diagnoses.”[Pushkaran, Arabi 2024]
Synonyms: algorithmic bias
Related terms: fairness bias, dataset bias, disparate impact