Seljak, Uros

7 publications

NeurIPS 2025 Metropolis Adjusted Microcanonical Hamiltonian Monte Carlo Jakob Robnik, Reuben Cohn-Gordon, Uros Seljak

ICLR 2025 Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks Emanuel Sommer, Jakob Robnik, Giorgi Nozadze, Uros Seljak, David Rügamer

JMLR 2023 Microcanonical Hamiltonian Monte Carlo Jakob Robnik, G. Bruno De Luca, Eva Silverstein, Uroš Seljak

NeurIPS 2022 Deterministic Langevin Monte Carlo with Normalizing Flows for Bayesian Inference Richard Grumitt, Biwei Dai, Uros Seljak

TMLR 2022 Probabilistic Autoencoder Vanessa M Boehm, Uros Seljak

ICML 2021 Sliced Iterative Normalizing Flows Biwei Dai, Uros Seljak

ICMLW 2021 Sliced Iterative Normalizing Flows Biwei Dai, Uros Seljak