Estimating Time-Varying Graphical Models

11 April 2018

Papers citing "Estimating Time-Varying Graphical Models"

10 / 10 papers shown

Title
Enhancing Graphical Lasso: A Robust Scheme for Non-Stationary Mean Data Samuel Rey Ernesto Curbelo Luca Martino F. Llorente Antonio G. Marques 32 0 0 25 Mar 2025
High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching Daniel J. Williams Leyang Wang Qizhen Ying Song Liu Mladen Kolar 25 1 0 14 Oct 2024
Dynamic clustering for heterophilic stochastic block models with time-varying node memberships Kevin Z Lin Jing Lei 25 2 0 08 Mar 2024
An Approximate Bayesian Approach to Covariate-dependent Graphical Modeling Sutanoy Dasgupta P. Zhao Jacob Helwig P. Ghosh D. Pati Bani Mallick 15 1 0 15 Mar 2023
The non-overlapping statistical approximation to overlapping group lasso Mingyu Qi Tianxi Li 8 1 0 16 Nov 2022
Two Gaussian regularization methods for time-varying networks Jie Jian Peijun Sang Mu Zhu 14 0 0 14 Feb 2022
Joint Gaussian Graphical Model Estimation: A Survey Katherine Tsai Oluwasanmi Koyejo Mladen Kolar CML 25 20 0 19 Oct 2021
Joint Estimation and Inference for Multi-Experiment Networks of High-Dimensional Point Processes Xu Wang Ali Shojaie 3DPC 16 3 0 23 Sep 2021
Efficient Variational Bayes Learning of Graphical Models with Smooth Structural Changes Hang Yu Songwei Wu Justin Dauwels 21 4 0 16 Sep 2020
Time Varying Undirected Graphs Shuheng Zhou John D. Lafferty Larry A. Wasserman 106 245 0 20 Feb 2008