Noise Immunity in In-Context Tabular Learning: An Empirical Robustness Analysis of TabPFN’s Attention Mechanisms
arXiv:2604.04868v2 Announce Type: replace-cross
Abstract: Tabular foundation models (TFMs) such as TabPFN (Tabular Prior-Data Fitted Network) are designed to generalize across heterogeneous tabular datasets through in-context learning (ICL). They perf…