Individual fairness AI Ethics & Fairness
noun phrase
Definition: A fairness criterion requiring that similar individuals be treated or classified similarly by a model [Bakanach 2023/2024].
Example in context: In the context of supervised learning, the two most prominent notions of fairness are group fairness and individual fairness. [Weerts et al. 2024]
Related terms: fairness metric, equalized odds, demographic parity