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stat.ML2018
Stationary Geometric Graphical Model Selection
Ilya Soloveychik, Vahid Tarokh
We consider the problem of model selection in Gaussian Markov fields in the sample deficient scenario. In many practically important cases, the underlying networks are embedded int…
stat.ML2018
Region Detection in Markov Random Fields: Gaussian Case
Ilya Soloveychik, Vahid Tarokh
We consider the problem of model selection in Gaussian Markov fields in the sample deficient scenario. The benchmark information-theoretic results in the case of d-regular graphs r…