"tabular foundation models" Papers

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CTSyn: A Foundation Model for Cross Tabular Data Generation

Xiaofeng Lin, Chenheng Xu, Matthew Yang et al.

ICLR 2025arXiv:2406.04619
8
citations

Effortless, Simulation-Efficient Bayesian Inference using Tabular Foundation Models

Julius Vetter, Manuel Gloeckler, Daniel Gedon et al.

NEURIPS 2025arXiv:2504.17660
4
citations

TabDPT: Scaling Tabular Foundation Models on Real Data

Junwei Ma, Valentin Thomas, Rasa Hosseinzadeh et al.

NEURIPS 2025arXiv:2410.18164
19
citations

Theoretical Insights into In-context Learning with Unlabeled Data

Yingcong Li, Xiangyu Chang, Muti Kara et al.

NEURIPS 2025

Position: Why Tabular Foundation Models Should Be a Research Priority

Boris van Breugel, M van der Schaar

ICML 2024