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20092025
most citedA convex pseudo-likelihood framework for high dimensional partial correlation estimation with convergence guarantees

118 citations · 689 across the 53 of their papers we have counts for

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math.ST2023

Pseudo-likelihood Estimators for Graphical Models: Existence and Uniqueness

Benjamin Roycraft, Bala Rajaratnam

Graphical and sparse (inverse) covariance models have found widespread use in modern sample-starved high dimensional applications. A part of their wide appeal stems from the signif…