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math.NA2024
Deep Gaussian Process Priors for Bayesian Image Reconstruction
Jonas Latz, Aretha L. Teckentrup, Simon Urbainczyk
In image reconstruction, an accurate quantification of uncertainty is of great importance for informed decision making. Here, the Bayesian approach to inverse problems can be used:…
stat.ME2024
Probabilistic Richardson Extrapolation
Chris. J. Oates, Toni Karvonen, Aretha L. Teckentrup +2
For over a century, extrapolation methods have provided a powerful tool to improve the convergence order of a numerical method. However, these tools are not well-suited to modern c…