A Bayesian Perspective on Uncertainty Quantification for Estimated Graph Signals

Lennard Rompelberg, Michael T. Schaub

We present a Bayesian perspective on quantifying the uncertainty of graph signals estimated or reconstructed from imperfect observations. We show that many conventional methods of…