no code implementations • 26 Jan 2022 • John Nicholson, Peter Kiessler, D. Andrew Brown
For example, boundary value problems contain information on the boundary of a domain, which is an uncountable collection of points that cannot be incorporated into typical Gaussian process techniques.
1 code implementation • 11 Oct 2021 • Jiajing Niu, Boyoung Hur, John Absher, D. Andrew Brown
In this paper, we propose a fully Bayesian regularization scheme for estimating functional graphical models.
no code implementations • 22 Jul 2019 • Carl Ehrett, D. Andrew Brown, Evan Chodora, Christopher Kitchens, Sez Atamturktur
Computer model calibration typically operates by choosing parameter values in a computer model so that the model output faithfully predicts reality.