Bernhard Mehlig

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Recurrent Neural Networks

Parameter Choices

Monte Carlo Sampling

Top Venues

Mach. Learn. Sci. Technol.

Nat. Mach. Intell.

Publications

Jessica B. Heluany, Johannes Götzfried, Bernhard Mehlig, Vasileios Gkioulos
Vulnerability management digital twin for energy systems. ARES (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)
L. Storm, Hampus Linander, J. Bec, Kristian Gustavsson, Bernhard Mehlig
Finite-time Lyapunov exponents of deep neural networks. CoRR (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)
L. Storm, Kristian Gustavsson, Bernhard Mehlig
Constraints on parameter choices for successful time-series prediction with echo-state networks. Mach. Learn. Sci. Technol. 3 (4) (2022)
Sami Jaghouar, Hannes Gustafsson, Bernhard Mehlig, Erik Werner, Niklas Gustafsson
Improving Traffic Sign Recognition by Active Search. GCPR (2022)
L. Storm, Kristian Gustavsson, Bernhard Mehlig
Constraints on parameter choices for successful reservoir computing. CoRR (2022)
Frank Cichos, Kristian Gustavsson, Bernhard Mehlig, Giovanni Volpe
Machine learning for active matter. Nat. Mach. Intell. 2 (2) (2020)