Geir Storvik
Universitetet i Oslo
H-index: 27
Europe-Norway
Top articles of Geir Storvik
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Sparse Bayesian Neural Networks: Bridging Model and Parameter Uncertainty through Scalable Variational Inference | Mathematics | Aliaksandr Hubin Geir Storvik | 2024/3/7 |
Variational Inference for Bayesian Neural Networks under Model and Parameter Uncertainty | arXiv preprint arXiv:2305.00934 | Aliaksandr Hubin Geir Storvik | 2023/5/1 |
Exploring Deep Learning Parameter Space with a-GPS: Approximate Gaussian Proposal Sampler | Fabian Meyer Bull Geir Storvik Arnt B Salberg Anne Schistad Solberg | 2023/10/13 | |
Faster estimation of the Knorr-Held Type IV space-time model | arXiv preprint arXiv:2304.11851 | Fredrik Lohne Aanes Geir Storvik | 2023/4/24 |
Storvik, Palomares, Engebretsen, Rø, Engø-Monsen, Kristoffersen, de Blasio and Frigessi's reply to the Discussion of ‘The Second Discussion Meeting on Statistical aspects of … | Journal of the Royal Statistical Society Series A: Statistics in Society | Geir Storvik Alfonso Diz-Lois Palomares Solveig Engebretsen Gunnar Øyvind Isaksson Rø Kenth Engø-Monsen | 2023/10 |
A sequential Monte Carlo approach to estimate a time-varying reproduction number in infectious disease models: the Covid-19 case | Journal of the Royal Statistical Society Series A | Geir Storvik Diz-Lois Palomares Alfonso Solveig Engebretsen Gunnar Øyvind Isaksson Rø Kenth Engø-Monsen | 2023/4/27 |
Sparsifying Bayesian neural networks with latent binary variables and normalizing flows | arXiv preprint arXiv:2305.03395 | Lars Skaaret-Lund Geir Storvik Aliaksandr Hubin | 2023/5/5 |
A subsampling approach for Bayesian model selection | International Journal of Approximate Reasoning | Jon Lachmann Geir Storvik Florian Frommlet Aliaksandr Hubin | 2022 |
Clustering and automatic labelling within time series of categorical observations—with an application to marine log messages | Journal of the Royal Statistical Society Series C: Applied Statistics | Emanuele Gramuglia Geir Storvik Morten Stakkeland | 2021/6 |
Reversible Genetically Modified MCMCs | 22nd European Young Statisticians Meeting | Aliaksandr Hubin Geir Storvik Florian Frommlet | 2021 |
Flexible Bayesian nonlinear model configuration | Journal of Artificial Intelligence Research | Aliaksandr Hubin Geir Storvik Florian Frommlet | 2021 |
Reversible genetically modified mode jumping MCMC | Proceedings of 22nd European Young Statisticians Meeting (ISBN: 978-960-7943-23-1) | Aliaksandr Hubin Florian Frommlet Geir Storvik | 2021/10/11 |
A Bayesian binomial regression model with latent Gaussian processes for modelling DNA methylation | Austrian Journal of Statistics | Aliaksandr Hubin Geir O Storvik Paul E Grini Melinka A Butenko | 2020/4/13 |
A novel algorithmic approach to Bayesian logic regression (with discussion) | Aliaksandr Hubin Geir Storvik Florian Frommlet | 2020/3/1 |
Co-Authors
