Estimating Networks With Jumps

17 December 2010

Papers citing "Estimating Networks With Jumps"

11 / 11 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 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 27 8 0 24 Sep 2020
Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models Erdun Gao Kun Zhang Biwei Huang Clark Glymour CML AI4TS 27 63 0 26 May 2019
Estimating Time-Varying Graphical Models Jilei Yang Jie Peng 29 36 0 11 Apr 2018
Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning Chen Zhang Hao Yan Seungho Lee Jianjun Shi 23 34 0 11 Apr 2018
Nonparametric inference for continuous-time event counting and link-based dynamic network models Alexander Kreiss E. Mammen W. Polonik 35 9 0 10 May 2017
Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso A. Gibberd J. Nelson 22 69 0 19 Dec 2015
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 181 292 0 09 Mar 2009
Properties and refinements of the fused lasso Alessandro Rinaldo 68 183 0 02 May 2008
Time Varying Undirected Graphs Shuheng Zhou John D. Lafferty Larry A. Wasserman 116 245 0 20 Feb 2008