Ingelin Steinsland

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 5

Top Topics

Bayesian Approaches

Gaussian Process

Multitask Learning

Prior Distribution

Top Venues

J. Mach. Learn. Res.

Publications

Michail Spitieris, Ingelin Steinsland
Bayesian Calibration of Imperfect Computer Models using Physics-Informed Priors. J. Mach. Learn. Res. 24 (2023)
Haakon E. Nustad, Ingelin Steinsland, Miina Ollikainen, Emma Cazaly, Jaakko Kaprio, Yuval Benjamini, Kristina Gervin, Robert Lyle
Modeling dependency structures in 450k DNA methylation data. Bioinform. 38 (4) (2022)
Michail Spitieris, Ingelin Steinsland
Bayesian Calibration of imperfect computer models using Physics-informed priors. CoRR (2022)
Michail Spitieris, Ingelin Steinsland
Learning Physics between Digital Twins with Low-Fidelity Models and Physics-Informed Gaussian Processes. CoRR (2022)
Andreas Strand, Ivar Eskerud Smith, Tor Erling Unander, Ingelin Steinsland, Leif Rune Hellevik
Uncertainty Propagation through a Point Model for Steady-State Two-Phase Pipe Flow. Algorithms 13 (3) (2020)
Ingelin Steinsland
Parallel exact sampling and evaluation of Gaussian Markov random fields. Comput. Stat. Data Anal. 51 (6) (2007)
Merrilee Hurn, Ingelin Steinsland, Håvard Rue
Parameter estimation for a deformable template model. Stat. Comput. 11 (4) (2001)