Can Tabular Foundation Models Amortize Statistical Inference?
TabCon is developed, an amortized inference system built on a tabular foundation model that produces confidence intervals for new datasets through a simple forward pass, and offers considerably greater computational efficiency than the classical bootstrap procedure.
Kai Ye, Shi-Jin Gong, Hong-Yi Zhou et al.
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