Distributionally Robust Graph Learning from Smooth Signals under Moment Uncertainty

Xiaolu Wang, Yuen-Man Pun, Anthony Man-Cho So

We consider the problem of learning a graph from a finite set of noisy graph signal observations, the goal of which is to find a smooth representation of the graph signal. Such a p…