Jakob Robnik

PhD student, Physics, University of California, Berkeley

Joined

March 2024

Names

Jakob Robnik (Preferred)

Emails

****@berkeley.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Physics, University of California, Berkeley (berkeley.edu)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2026

Expertise

No areas of expertise listed

Publications

Faster Parallel MCMC: Metropolis Adjustment Is Best Served Warm
Jakob Robnik, Uros Seljak
- AISTATS 2026 Poster
- Readers: Everyone
Black-box unadjusted Hamiltonian Monte Carlo
Jakob Robnik, Reuben Cohn-Gordon, Uros Seljak
- Submitted to ICLR 2026
- Readers: Everyone
Can Microcanonical Langevin Dynamics Leverage Mini-Batch Gradient Noise?
Emanuel Sommer, Kangning Diao, Jakob Robnik, Uros Seljak, David Rügamer
- Submitted to ICLR 2026
- Readers: Everyone
Metropolis Adjusted Microcanonical Hamiltonian Monte Carlo
Jakob Robnik, Reuben Cohn-Gordon, Uros Seljak
- NeurIPS 2025 poster
- Readers: Everyone
Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks
Emanuel Sommer, Jakob Robnik, Giorgi Nozadze, Uros Seljak, David Rügamer
- ICLR 2025 Poster
- Readers: Everyone
Fluctuation without dissipation: Microcanonical Langevin Monte Carlo
Jakob Robnik, Uros Seljak
- AABI 2024 - Archival Track
- Readers: Everyone

Co-Authors