TABFAIRGDT: A Fast Fair Tabular Data Generator using Autoregressive Decision Trees

Emmanouil Panagiotou, Benoît Ronval, Arjun Roy +4

Ensuring fairness in machine learning remains a significant challenge, as models often inherit biases from their training data. Generative models have recently emerged as a promisi…