Direct Estimation of Differential Functional Graphical Models

22 October 2019

Papers citing "Direct Estimation of Differential Functional Graphical Models"

7 / 7 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 78 1 0 14 Oct 2024
Estimating Differential Latent Variable Graphical Models with Applications to Brain Connectivity Sen Na Mladen Kolar Oluwasanmi Koyejo 38 23 0 12 Sep 2019
Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning Chen Zhang Hao Yan Seungho Lee Jianjun Shi 56 35 0 11 Apr 2018
Structure Learning in Graphical Modeling Mathias Drton Marloes H. Maathuis CML 83 249 0 07 Jun 2016
Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation Song Liu J. Quinn Michael U. Gutmann Taiji Suzuki Masashi Sugiyama 64 42 0 25 Apr 2013
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 471 1,379 0 13 Oct 2010
Estimating time-varying networks Mladen Kolar Le Song Amr Ahmed Eric Xing AI4TS 114 312 0 30 Dec 2008