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Sam Thelin

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#machine learning Preprint Sep 2026

Benchmarking Attention for Tabular Foundation Models

Tabular in-context learners such as TabPFN, Mitra, or ConTextTab rely on alternating row and column attention over 2D sequences of latent embeddings. These attention patterns differ markedly from the one-dimensional case in language models: row attention involves longer sequences while column attention operates on much...

Maximilian Schambach, Clemens Biehl, Sam Thelin · 0 citations

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