Causal Pre-training Under the Fairness Lens: An Empirical Study of TabPFN

Qinyi Liu, Mohammad Khalil, Naman Goel

Foundation models for tabular data, such as the Tabular Prior-data Fitted Network (TabPFN), are pre-trained on a massive number of synthetic datasets generated by structural causal…