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PhD Student

Magnus Bühler

Postal address

Institut für Informatik
Albert-Ludwigs-Universität Freiburg
Sekretariat Hutter/Maschinelles Lernen
Georges-Köhler-Allee 052
79110 Freiburg, Germany

Office

Building 052, Room 00-080

Publications

2026

Grinsztajn, Léo; Flöge, Klemens; Key, Oscar; Birkel, Felix; Jund, Philipp; Roof, Brendan; Manium, Mihir; Hoo, Shi Bin; Bühler, Magnus; Garg, Anurag; Safaric, Dominik; Robertson, Jake; Jäger, Benjamin; Alessi, Simone; Hayler, Adrian; Moroshan, Vladyslav; Purucker, Lennart; Singer, Philipp; Arazi, Alan; Siems, Julien; Metzen, Jan Hendrik; Grab, Georg; Erickson, Nick; Guo, Siyuan; Kalfon, Eliott; Bing, Simon; Salinas, David; Cornu, Clara; Wehrhahn, Lilly Charlotte; Kriuchkova, Diana; Kaya, Kursat; Sidhoum, Lydia; Salmon, Marie; Chen, Jerry; Hulsebos, Madelon; LeCun, Yann; Müller, Samuel; Schölkopf, Bernhard; Gambhir, Sauraj; Hollmann, Noah; Hutter, Frank

TabPFN-3: Technical Report Proceedings Article

In: Technical Report, 2026.

2025

Bühler, Magnus; Purucker, Lennart; Hutter, Frank

Causal Data Augmentation for Robust Fine-Tuning of Tabular Foundation Models Proceedings Article

In: EurIPS 2025 Workshop: AI for Tabular Data, 2025.

Grinsztajn, Léo; Flöge, Klemens; Key, Oscar; Birkel, Felix; Jund, Philipp; Roof, Brendan; Jäger, Benjamin; Safaric, Dominik; Alessi, Simone; Hayler, Adrian; Manium, Mihir; Yu, Rosen; Jablonski, Felix; Hoo, Shi Bin; Garg, Anurag; Robertson, Jake; Bühler, Magnus; Moroshan, Vladyslav; Purucker, Lennart; Cornu, Clara; Wehrhahn, Lilly Charlotte; Bonetto, Alessandro; Schölkopf, Bernhard; Gambhir, Sauraj; Hollmann, Noah; Hutter, Frank

TabPFN-2.5: Advancing the State of the Art in Tabular Foundation Models Proceedings Article

In: Techreport, 2025.

Bühler, Magnus; Purucker, Lennart; Hutter, Frank

Towards Synthetic Data for Fine-tuning Tabular Foundation Models Proceedings Article

In: Foundation Models for Structured Data workshop at ICML, 2025.