The Quality of the Covariance Selection Through Detection Problem and AUC Bounds

Navid Tafaghodi Khajavi, Anthony Kuh

We consider the problem of quantifying the quality of a model selection problem for a graphical model. We discuss this by formulating the problem as a detection problem. Model sele…