Inference of Network Summary Statistics Through Network Denoising

Prakash Balachandran, Edoardo Airoldi, Eric Kolaczyk

Consider observing an undirected network that is `noisy' in the sense that there are Type I and Type II errors in the observation of edges. Such errors can arise, for example, in t…