Quantifying Uncertainty in High Dimensional Inverse Problems by Convex Optimisation

Xiaohao Cai, Marcelo Pereyra, Jason D. McEwen

Inverse problems play a key role in modern image/signal processing methods. However, since they are generally ill-conditioned or ill-posed due to lack of observations, their soluti…