FairContrast: Enhancing Fairness through Contrastive learning and Customized Augmenting Methods on Tabular Data

Aida Tayebi, Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi +1

As AI systems become more embedded in everyday life, the development of fair and unbiased models becomes more critical. Considering the social impact of AI systems is not merely a…