Snapshot of CUQI Research 2024
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These presentations give a good set of snapshots of the research activities in the spring of 2024 in the project CUQI, Computational Uncertainty Quantification for Inverse problems. All presentations are from the SIAM UQ24 Conference on Uncertainty Quantification, Trieste, February 26 - March 1, 2024. We gave 5 presentations and 3 posters, presented here as PDF files. Unfortunately, not everyone was present for the group photo. |
- CUQIpy: Computational Uncertainty Quantification for Inverse problems in python
- Edge-Preserving Tomographic Reconstruction with Uncertain View Angles (poster)
- The horseshoe prior for edge-preserving Bayesian inversion
- Inferring Functions with Uncertain Regularity
- Iterative Sample Refinement for Sparsity Promoting Bayesian Hierarchical Models
- Regularized Sampling of Fractional Gaussian Processes on Rd
- Solving PDE-Based Bayesian Inverse Problems Using CUQIpy
- UQ for a Posterior with Besov Priors (poster)
