Hi there

Hi there

I am a PhD student at Utrecht University, working on uncertainty quantification for tabular prediction models.

Conformal Prediction for Tabular Prior-Data Fitted Networks with Missing Data

Published in EurIPS 2025 Workshop: AI for Tabular Data, 2025

In this paper we adapt the conformal prediction method CP-MDA-exact to TabPFN. A simulation shows that this can result in the right coverage given a missing data pattern. The code is available here, and the method has been added to tabpfn-extensions.

Recommended citation: van Leeuwen, F. D. (2025). "Conformal Prediction for Tabular Prior-Data Fitted Networks with Missing Data." EurIPS 2025 Workshop: AI for Tabular Data.
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