14 citations · 27 across the 6 of their papers we have counts for
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cs.IT2016
The Goodness of Covariance Selection Problem from AUC Bounds
Navid Tafaghodi Khajavi, Anthony Kuh
We conduct a study of graphical models and discuss the quality of model selection approximation by formulating the problem as a detection problem and examining the area under the c…
cs.IT2016
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…