Sebastian Bieringer

According to our database, Sebastian Bieringer authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

The surrogate Gibbs-posterior of a corrected stochastic MALA: Towards uncertainty quantification for neural networks.

Sebastian Bieringer, Gregor Kasieczka, Maximilian F. Steffen, Mathias Trabs

J. Mach. Learn. Res., 2026

2024

Raising awareness of uncertain choices in empirical data analysis: A teaching concept toward replicable research practices.

Maximilian M. Mandl, Sabine Hoffmann, Sebastian Bieringer, Anna E. Jacob, Marie Kraft, Simon Lemster, Anne-Laure Boulesteix

PLoS Comput. Biol., 2024

Calibrating Bayesian generative machine learning for Bayesiamplification.

Sebastian Bieringer, Sascha Diefenbacher, Gregor Kasieczka, Mathias Trabs

Mach. Learn. Sci. Technol., 2024

2023

AdamMCMC: Combining Metropolis Adjusted Langevin with Momentum-based Optimization.

Sebastian Bieringer, Gregor Kasieczka, Maximilian F. Steffen, Mathias Trabs

CoRR, 2023

Statistical guarantees for stochastic Metropolis-Hastings.

Sebastian Bieringer, Gregor Kasieczka, Maximilian F. Steffen, Mathias Trabs

CoRR, 2023