High-dimensional Gaussian graphical model for network-linked data

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High-dimensional Gaussian graphical model for network-linked data

4 July 2019

Tianxi Li

Elizaveta Levina

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Papers citing "High-dimensional Gaussian graphical model for network-linked data"

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Title
Estimation of partially known Gaussian graphical models with score-based structural priors Martín Sevilla Antonio G. Marques Santiago Segarra 75 3 0 25 Jan 2024
A modelling framework for detecting and leveraging node-level information in Bayesian network inference Xiaoyue Xi H. Ruffieux 31 1 0 06 Sep 2023
A Probabilistic Graph Coupling View of Dimension Reduction Hugues van Assel T. Espinasse J. Chiquet F. Picard 66 14 0 31 Jan 2022
Learning with latent group sparsity via heat flow dynamics on networks Subhro Ghosh Soumendu Sundar Mukherjee AI4CE 65 2 0 20 Jan 2022
Sparse Cholesky covariance parametrization for recovering latent structure in ordered data Irene Córdoba C. Bielza P. Larrañaga Gherardo Varando 30 2 0 02 Jun 2020