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Christoffer Kjellson

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#machine learning Open access Sep 2026

Fast Graph Laplacian Estimation using Effective Resistance

Inferring network topology from noisy node observations is a central problem in graph signal processing. In this paper, we consider Laplacian-constrained graph estimation for Gaussian Markov random fields, focusing on the underdetermined regime in which the number of samples is smaller than the number of graph nodes. E...

Christoffer Kjellson, C. Altafini, Emma Tegling · 0 citations

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