Scaling TabPFN: Sketching and Feature Selection for Tabular Prior-Data Fitted Networks

Benjamin Feuer, Chinmay Hegde, Niv Cohen

Tabular classification has traditionally relied on supervised algorithms, which estimate the parameters of a prediction model using its training data. Recently, Prior-Data Fitted N…