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, Giraud , Christophe C

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Community detection for binary graphical models in high dimension

math.ST · 2024-11-23 · unverdicted · novelty 6.0

Two methods achieve vanishing misclassification for community detection in directed mean-field binary graphical models when T ≫ N (near-optimal), and exact recovery when T ≫ N², without knowing edge probability p.

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  • Community detection for binary graphical models in high dimension math.ST · 2024-11-23 · unverdicted · none · ref 6

    Two methods achieve vanishing misclassification for community detection in directed mean-field binary graphical models when T ≫ N (near-optimal), and exact recovery when T ≫ N², without knowing edge probability p.