Uros Seljak

Full Professor, University of California Berkeley

Joined

July 2019

Names

Uros Seljak

Emails

****@berkeley.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

University of California Berkeley (berkeley.edu)

2008 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Bayesian statistics

Present

cosmology

Present

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
Microcanonical Hamiltonian Monte Carlo
Jakob Robnik, G Bruno De Luca, Eva Silverstein, Uros Seljak
- 17 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Probabilistic Autoencoder
Vanessa M Boehm, Uros Seljak
- Accepted by TMLR
- Readers: Everyone
Deterministic Langevin Monte Carlo with Normalizing Flows for Bayesian Inference
Richard D.P. Grumitt, Biwei Dai, Uros Seljak
- Published: 31 Oct 2022, Last Modified: 13 Oct 2022
- NeurIPS 2022 Accept
- Readers: Everyone
Sliced Iterative Normalizing Flows
Biwei Dai, Uros Seljak
- Published: 15 Jun 2021, Last Modified: 05 May 2023
- INNF+ 2021 spotlighttalk
- Readers: Everyone

Co-Authors