Joint Network Topology Inference via Structured Fusion Regularization

5 March 2021

Papers citing "Joint Network Topology Inference via Structured Fusion Regularization"

8 / 8 papers shown

Title
Graph Learning Across Data Silos Xiang Zhang Qiao Wang 106 1 0 17 Jan 2023
Joint Inference of Multiple Graphs from Matrix Polynomials Madeline Navarro Yuhao Wang A. Marques Caroline Uhler Santiago Segarra 35 31 0 16 Oct 2020
Localized Spectral Graph Filter Frames: A Unifying Framework, Survey of Design Considerations, and Numerical Comparison (Extended Cut) D. Shuman 38 43 0 19 Jun 2020
Time-Varying Graph Learning with Constraints on Graph Temporal Variation Koki Yamada Yuichi Tanaka Antonio Ortega AI4TS 53 43 0 10 Jan 2020
Graph Learning from Filtered Signals: Graph System and Diffusion Kernel Identification Hilmi E. Egilmez Eduardo Pavez Antonio Ortega 44 66 0 07 Mar 2018
Network Inference via the Time-Varying Graphical Lasso David Hallac Youngsuk Park Stephen P. Boyd J. Leskovec 60 202 0 06 Mar 2017
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 274 1,377 0 13 Oct 2010
$High-dimensional covariance estimation by minimizing $\ell_1$-penalized log-determinant divergence$ High-dimensional covariance estimation by minimizing $\ell_1$ -penalized log-determinant divergence Pradeep Ravikumar Martin J. Wainwright Garvesh Raskutti Bin Yu 193 874 0 21 Nov 2008