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David P. Wipf

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#artificial intelligence Preprint Nov 2026

Why Tabular Foundation Models Excel on Relational Data They Have Never Seen

Given a relational database (RDB) storing heterogeneous tabular information, how can we predict missing (or future) values in some target column of interest? As candidate targets are numerous in enterprise settings, it is preferable to avoid learning a new model from scratch each time there is a new prediction task. Fr...

Lin-Jie Xu, Yi-Qun Hu, Ji-Xiang He et al. · 0 citations

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