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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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stat.ME2024

Scalable and non-iterative graphical model estimation

Kshitij Khare, Syed Rahman, Bala Rajaratnam +1

Graphical models have found widespread applications in many areas of modern statistics and machine learning. Iterative Proportional Fitting (IPF) and its variants have become the d…