Falcon: Fair Active Learning using Multi-armed Bandits

Ki Hyun Tae, Hantian Zhang, Jaeyoung Park +2

Biased data can lead to unfair machine learning models, highlighting the importance of embedding fairness at the beginning of data analysis, particularly during dataset curation an…