Jakob Robnik

According to our database, Jakob Robnik authored at least 5 papers between 2022 and 2026.

Collaborative distances:

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

2026

Can Microcanonical Langevin Dynamics Leverage Mini-Batch Gradient Noise?

Emanuel Sommer, Kangning Diao, Jakob Robnik, Uros Seljak, David Rügamer

CoRR, February, 2026

2025

Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks.

Emanuel Sommer, Jakob Robnik, Giorgi Nozadze, Uros Seljak, David Rügamer

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Fluctuation without dissipation: Microcanonical Langevin Monte Carlo.

Jakob Robnik, Uros Seljak

Proceedings of the Symposium on Advances in Approximate Bayesian Inference, 2024

2023

Microcanonical Hamiltonian Monte Carlo.

Jakob Robnik, Giuseppe Bruno De Luca, Eva Silverstein, Uros Seljak

J. Mach. Learn. Res., 2023

2022

Statistical Significance Testing for Mixed Priors: A Combined Bayesian and Frequentist Analysis.

Jakob Robnik, Uros Seljak

Entropy, 2022