Felipe Uribe

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Image Restoration

Inverse Problems

Bayesian Approaches

Top Venues

SIAM/ASA J. Uncertain. Quantification

SIAM J. Sci. Comput.

Publications

Rafael Flock, Yiqiu Dong, Felipe Uribe, Olivier Zahm
Certified coordinate selection for high-dimensional Bayesian inversion with Laplace prior. Stat. Comput. 34 (4) (2024)
Nicolai André Brogaard Riis, Amal M. A. Alghamdi, Felipe Uribe, Silja L. Christensen, Babak Maboudi Afkham, Per Christian Hansen, Jakob Sauer Jørgensen
CUQIpy - Part I: computational uncertainty quantification for inverse problems in Python. CoRR (2023)
Felipe Uribe, Yiqiu Dong, Per Christian Hansen
Horseshoe Priors for Edge-Preserving Linear Bayesian Inversion. SIAM J. Sci. Comput. 45 (3) (2023)
Amal M. A Alghamdi, Nicolai André Brogaard Riis, Babak Maboudi Afkham, Felipe Uribe, Silja L. Christensen, Per Christian Hansen, Jakob Sauer Jørgensen
CUQIpy - Part II: computational uncertainty quantification for PDE-based inverse problems in Python. CoRR (2023)
Silja W. Christensen, Nicolai André Brogaard Riis, Felipe Uribe, Jakob Sauer Jørgensen
Structural Gaussian Priors for Bayesian CT reconstruction of Subsea Pipes. CoRR (2022)
Felipe Uribe, Johnathan M. Bardsley, Yiqiu Dong, Per Christian Hansen, Nicolai André Brogaard Riis
A Hybrid Gibbs Sampler for Edge-Preserving Tomographic Reconstruction with Uncertain View Angles. SIAM/ASA J. Uncertain. Quantification 10 (1) (2022)
Felipe Uribe, Iason Papaioannou, Youssef M. Marzouk, Daniel Straub
Cross-Entropy-Based Importance Sampling with Failure-Informed Dimension Reduction for Rare Event Simulation. SIAM/ASA J. Uncertain. Quantification 9 (2) (2021)