Lukas Tatzel

According to our database, Lukas Tatzel authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Position: Curvature Matrices Should Be Democratized via Linear Operators.

Felix Dangel, Runa Eschenhagen, Weronika Ormaniec, Andres Fernandez, Lukas Tatzel, Agustinus Kristiadi

CoRR, January, 2025

Accelerating Non-Conjugate Gaussian Processes By Trading Off Computation For Uncertainty.

Lukas Tatzel, Jonathan Wenger, Frank Schneider, Philipp Hennig

Trans. Mach. Learn. Res., 2025

Debiasing Mini-Batch Quadratics for Applications in Deep Learning.

Lukas Tatzel, Bálint Mucsányi, Osane Hackel, Philipp Hennig

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Reparameterization invariance in approximate Bayesian inference.

Hrittik Roy, Marco Miani, Carl Henrik Ek, Philipp Hennig, Marvin Pförtner, Lukas Tatzel, Søren Hauberg

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

ViViT: Curvature Access Through The Generalized Gauss-Newton's Low-Rank Structure.

Felix Dangel, Lukas Tatzel, Philipp Hennig

Trans. Mach. Learn. Res., 2023

Accelerating Generalized Linear Models by Trading off Computation for Uncertainty.

Lukas Tatzel, Jonathan Wenger, Frank Schneider, Philipp Hennig

CoRR, 2023