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scale-free network

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graphical model (3) network inference (3) gaussian graphical model (2) graphical model selection (2) sparse estimation (2) power law regularization (1) hub network (1) preferential attachment (1) log-normal distribution (1) degree prior (1)

Papers

An Empirical Study of Language Syllabification using Syllabary and Lexical Networks NAACL 2025 Learning Scale-Free Networks by Dynamic Node Specific Degree Prior ICML 2015 A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation NeurIPS 2012 Discussion of “Learning Scale Free Networks by Reweighted ℓ_1 regularization” AISTATS 2011 Learning Scale Free Networks by Reweighted ℓ_1 regularization AISTATS 2011