$On the inconsistency of $\ell_1$-penalised sparse precision matrix estimation$

On the inconsistency of $\ell_1$ -penalised sparse precision matrix estimation

8 March 2016

Otte Heinävaara

Janne Leppä-aho

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Papers citing "On the inconsistency of $\ell_1$-penalised sparse precision matrix estimation"

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Title
Leveraging Low-rank Factorizations of Conditional Correlation Matrices in Graph Learning Thu Ha Phi Alexandre Hippert-Ferrer Florent Bouchard A. Breloy 111 0 0 12 Jun 2025
Clusterpath Gaussian Graphical Modeling Daniel J. W. Touw A. Alfons Patrick J. F. Groenen I. Wilms 131 0 0 30 Jun 2024
Maximum likelihood thresholds of Gaussian graphical models and graphical lasso Daniel Irving Bernstein Hayden Outlaw 122 0 0 05 Dec 2023
Structured Graph Learning Via Laplacian Spectral Constraints Sandeep Kumar Jiaxi Ying J. Cardoso Daniel P. Palomar 115 58 0 24 Sep 2019
A Unified Framework for Structured Graph Learning via Spectral Constraints Sandeep Kumar Jiaxi Ying José Vinícius de Miranda Cardoso Daniel P. Palomar 86 115 0 22 Apr 2019
Lower Bounds for Two-Sample Structural Change Detection in Ising and Gaussian Models Aditya Gangrade B. Nazer Venkatesh Saligrama 66 6 0 28 Oct 2017