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Fair active learning:

Anahideh, Hadis ; Asudeh, Abolfazl ; Thirumuruganathan, Saravanan
Expert Systems with Applications.  199 (2022)  - p. 116981 , 2022
Link: https://doi.org/10.1016/j.eswa.2022.116981