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cs.LG2026
Are Tabular Foundation Models Robust to Realistic Query Distribution Shifts in Microbiome Data?
Giulia Perciballi, Ahmad Fall, Federica Granese +2
Tabular foundation models (TFMs) achieve strong performance on microbiome abundance data, yet their robustness under realistic distribution shift remains poorly characterized. We i…
cs.LG2024
A text-to-tabular approach to generate synthetic patient data using LLMs
Margaux Tornqvist, Jean-Daniel Zucker, Tristan Fauvel +3
Access to large-scale high-quality healthcare databases is key to accelerate medical research and make insightful discoveries about diseases. However, access to such data is often…