Bayesian Inference using the Proximal Mapping: Uncertainty Quantification under Varying Dimensionality

Maoran Xu, Hua Zhou, Yujie Hu +1

In statistical applications, it is common to encounter parameters supported on a varying or unknown dimensional space. Examples include the fused lasso regression, the matrix recov…