Network Topology Inference with Sparsity and Laplacian Constraints

no code implementations • 2 Sep 2023 • Jiaxi Ying, Xi Han, Rui Zhou, Xiwen Wang, Hing Cheung So

We tackle the network topology inference problem by utilizing Laplacian constrained Gaussian graphical models, which recast the task as estimating a precision matrix in the form of a graph Laplacian.

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