Joint Gaussian Graphical Model Estimation: A Survey

Joint Gaussian Graphical Model Estimation: A Survey

19 October 2021

Oluwasanmi Koyejo

Papers citing "Joint Gaussian Graphical Model Estimation: A Survey"

15 / 15 papers shown

Title
Trans-Glasso: A Transfer Learning Approach to Precision Matrix Estimation Boxin Zhao Cong Ma Mladen Kolar 77 1 0 23 Nov 2024
Estimation of partially known Gaussian graphical models with score-based structural priors Martín Sevilla Antonio G. Marques Santiago Segarra 6 2 0 25 Jan 2024
Multiview Graph Learning with Consensus Graph Abdullah Karaaslanli Selin Aviyente 15 2 0 24 Jan 2024
Learning High-Dimensional Differential Graphs From Multi-Attribute Data Jitendra Tugnait 14 2 0 05 Dec 2023
On the application of Gaussian graphical models to paired data problems Saverio Ranciati A. Roverato 34 1 0 26 Jul 2023
Exploration of the search space of Gaussian graphical models for paired data A. Roverato Dung Ngoc Nguyen 19 1 0 09 Mar 2023
Latent Multimodal Functional Graphical Model Estimation Katherine Tsai Boxin Zhao Oluwasanmi Koyejo Mladen Kolar 32 4 0 31 Oct 2022
Joint Network Topology Inference via a Shared Graphon Model Madeline Navarro Santiago Segarra 52 10 0 17 Sep 2022
Joint Estimation and Inference for Multi-Experiment Networks of High-Dimensional Point Processes Xu Wang Ali Shojaie 3DPC 19 3 0 23 Sep 2021
An Adaptive Stochastic Sequential Quadratic Programming with Differentiable Exact Augmented Lagrangians Sen Na M. Anitescu Mladen Kolar 14 41 0 10 Feb 2021
A Nonconvex Framework for Structured Dynamic Covariance Recovery Katherine Tsai Mladen Kolar Oluwasanmi Koyejo 19 2 0 11 Nov 2020
Joint Inference of Multiple Graphs from Matrix Polynomials Madeline Navarro Yuhao Wang A. Marques Caroline Uhler Santiago Segarra 22 29 0 16 Oct 2020
FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting Boxin Zhao Y Samuel Wang Mladen Kolar 11 9 0 11 Mar 2020
Discrete chain graph models Mathias Drton 116 129 0 04 Sep 2009
Time Varying Undirected Graphs Shuheng Zhou John D. Lafferty Larry A. Wasserman 114 245 0 20 Feb 2008