Amisha Priyadarshini

Learning Fair Representations with Kolmogorov-Arnold Networks

Despite recent advances in fairness-aware machine learning, predictive models often exhibit discriminatory behavior towards marginalized groups. Such unfairness might arise from biased training data, model design, or representational disparities across groups, posing significant challenges in high-s