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Jakob H. Macke

Full Professor, University of Tuebingen

4 papers at NeurIPS 2025

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Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Effortless, Simulation-Efficient Bayesian Inference using Tabular Foundation Models

#509 · Julius Vetter, Manuel Gloeckler, Daniel Gedon, Jakob H. Macke

We present NPE-PFN, a method that uses TabPFN for training-free and simulation-efficient Bayesian inference.

Identifying multi-compartment Hodgkin-Huxley models with high-density extracellular voltage recordings

#2015 · Ian Christopher Tanoh, Michael Deistler, Jakob H. Macke, Scott Linderman

Poster Session 5

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

A data and task-constrained mechanistic model of the mouse outer retina shows robustness to contrast variations

#2015 · Kyra L. Kadhim, Jonas Beck, Ziwei Huang, Jakob H. Macke, Fred Rieke, Thomas Euler, Michael Deistler, Philipp Berens

Poster Session 6

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

FNOPE: Simulation-based inference on function spaces with Fourier Neural Operators

#601 · Guy Moss, Leah Sophie Muhle, Reinhard Drews, Jakob H. Macke, Cornelius Schröder

We propose a method for performing simulation-based inference (SBI) of function-valued parameters, and apply it to spatial inference problems in the geosciences.