Browsing Aerospace Control Laboratory: Technical Reports by Author "How, Jonathan"

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    • Learning Sparse Gaussian Graphical Model with l0-regularization 

      Mu, Beipeng; How, Jonathan (2014-08-22)
      For the problem of learning sparse Gaussian graphical models, it is desirable to obtain both sparse structures as well as good parameter estimates. Classical techniques, such as optimizing the l1-regularized maximum ...