BUQO

Bayesian Uncertainty Quantification by Optimisation

Main codes

BUQO V1.0

Papers & Paper codes

Hyperspectral Uncertainty Quantification by Optimization
A. Abdulaziz, A. Repetti Y. Wiaux, in Proc. SPARS Workshop, pp. 1-4, Toulouse, France, July 2019.
researchportal.hw.ac.uk:25005570

Scalable Bayesian uncertainty quantification in imaging inverse problems via convex optimization
A. Repetti, M. Pereyra, and Y. Wiaux, SIAM J. Imaging Sci., 12(1):87-118, 2019.
ArXiv:1803.00889 | DOI: 10.1137/18M1173629 |

Uncertainty Quantification in Imaging: When Convex Optimization Meets Bayesian Analysis
class="highlight"> A. Repetti, M. Pereyra, and Y. Wiaux, in Proc. EUSIPCO 2018, pp. 2686-2690, Roma, Italy, 3-8 Sept. 2018
researchportal.hw.ac.uk:23009827 | DOI:10.23919/EUSIPCO.2018.8553227 |