Auditing and Fixing Economic Validity in Tabular Foundation Models for Discrete Choice

Yingshuo Wang, Xian Sun, Yanhang Li +2

Tabular foundation models achieve strong accuracy on choice prediction tasks, but their predictions often violate the economic logic those tasks require: raising a price sometimes…