Oleksandr Balabanov

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Ensemble Selection

Stage Stochastic Programs

Top Venues

Mach. Learn. Sci. Technol.

Publications

Oleksandr Balabanov, Hampus Linander
Uncertainty quantification in fine-tuned LLMs using LoRA ensembles. CoRR (2024)
Hampus Linander, Oleksandr Balabanov, Henry Yang, Bernhard Mehlig
Looking at the posterior: accuracy and uncertainty of neural-network predictions. Mach. Learn. Sci. Technol. 4 (4) (2023)
Oleksandr Balabanov, Bernhard Mehlig, Hampus Linander
Bayesian Posterior Approximation With Stochastic Ensembles. CVPR (2023)
Hampus Linander, Oleksandr Balabanov, H. Yang, Bernhard Mehlig
Looking at the posterior: on the origin of uncertainty in neural-network classification. CoRR (2022)
Oleksandr Balabanov, Bernhard Mehlig, Hampus Linander
Bayesian posterior approximation with stochastic ensembles. CoRR (2022)
Oleksandr Balabanov, Mats Granath
Unsupervised interpretable learning of topological indices invariant under permutations of atomic bands. Mach. Learn. Sci. Technol. 2 (2) (2021)