BUQO: Bayesian Uncertainty Quantification by Optimisation Associated paper: A. Repetti, M. Pereyra, and Y. Wiaux, Scalable Bayesian uncertainty quantification in imaging inverse problems via convex optimization, submitted, Mar. 2018.