Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso

19 December 2015

Papers citing "Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso"

8 / 8 papers shown

Title
High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching Daniel J. Williams Leyang Wang Qizhen Ying Song Liu Mladen Kolar 40 1 0 14 Oct 2024
Joint Network Topology Inference via a Shared Graphon Model Madeline Navarro Santiago Segarra 52 10 0 17 Sep 2022
Joint Gaussian Graphical Model Estimation: A Survey Katherine Tsai Oluwasanmi Koyejo Mladen Kolar CML 41 20 0 19 Oct 2021
Online Structural Change-point Detection of High-dimensional Streaming Data via Dynamic Sparse Subspace Learning Ruiyu Xu Jianguo Wu Xiaowei Yue Yongxiang Li 30 8 0 24 Sep 2020
Seeded Binary Segmentation: A general methodology for fast and optimal change point detection Solt Kovács Housen Li Peter Buhlmann Axel Munk 22 74 0 16 Feb 2020
Algorithms for Estimating Trends in Global Temperature Volatility Arash Khodadadi D. McDonald 28 4 0 18 May 2018
Estimating Time-Varying Graphical Models Jilei Yang Jie Peng 29 36 0 11 Apr 2018
Time Varying Undirected Graphs Shuheng Zhou John D. Lafferty Larry A. Wasserman 116 245 0 20 Feb 2008