Bayesian Uncertainty Quantification for Low-Rank Matrix Completion

Henry Shaowu Yuchi, Simon Mak, Yao Xie

We consider the problem of uncertainty quantification for an unknown low-rank matrix $\mathbf{X}$, given a partial and noisy observation of its entries. This quantification of unce…