Author

Seongoh Park

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Preprint Sep 2026

Matrix Graphical Model Via Joint Estimation of Partial Correlations

The proposed method estimates all partial correlations simultaneously within a unified optimization framework, thereby preserving symmetry and easing the pain of selecting the best models and improves graph recovery performance compared to existing approaches.

Hyewon Kim, Seongoh Park · 0 citations