A Blended Likelihood Approach for Achieving Fairness Using Naive Bayes

John Arthur Junior, Abdul Lateef Yussif, Maame G. Asante-Mensah +3

Concerns about algorithmic bias and fairness have increased as artificial intelligence has been incorporated into high-stakes decision-making. Traditional Naive Bayes classifiers,…