Exact Inference of Hidden Structure from Sample Data in Noisy-OR Networks

Michael Kearns, Yishay Mansour

In the literature on graphical models, there has been increased attention paid to the problems of learning hidden structure (see Heckerman [H96] for survey) and causal mechanisms f…