23 citations · 28 across the 8 of their papers we have counts for
4 papers · 1 filter
Asymptotically Pseudo-Independent Matrices
Ilya Soloveychik, Vahid Tarokh
We show that the family of pseudo-random matrices recently discovered by Soloveychik, Xiang, and Tarokh in their work `Symmetric Pseudo-Random Matrices' exhibits asymptotic indepen…
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…
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…
Large Deviations of Convex Polyominoes
Ilya Soloveychik, Vahid Tarokh
Enumeration of various types of lattice polygons and in particular polyominoes is of primary importance in many machine learning, pattern recognition, and geometric analysis proble…