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High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection Approach
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High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection Approach

Boxin Zhao
Shengjun Zhai
Y Samuel Wang
Mladen Kolar
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Papers citing "High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection Approach"

8 / 8 papers shown
Title
Latent Multimodal Functional Graphical Model Estimation
Latent Multimodal Functional Graphical Model Estimation
Katherine Tsai
Boxin Zhao
Oluwasanmi Koyejo
Mladen Kolar
68
4
0
31 Oct 2022
Nonparametric and high-dimensional functional graphical models
Nonparametric and high-dimensional functional graphical models
Eftychia Solea
Holger Dette
73
14
0
18 Mar 2021
Conditional Independence Testing in Hilbert Spaces with Applications to Functional Data Analysis
Conditional Independence Testing in Hilbert Spaces with Applications to Functional Data Analysis
A. Lundborg
Rajen Dinesh Shah
J. Peters
59
23
0
18 Jan 2021
Direct Estimation of Differential Functional Graphical Models
Direct Estimation of Differential Functional Graphical Models
Boxin Zhao
Y Samuel Wang
Mladen Kolar
41
15
0
22 Oct 2019
Partial Separability and Functional Graphical Models for Multivariate Gaussian Processes
Partial Separability and Functional Graphical Models for Multivariate Gaussian Processes
Javier Zapata
Sang-Yun Oh
Alexander Petersen
47
42
0
07 Oct 2019
Moving Beyond Sub-Gaussianity in High-Dimensional Statistics: Applications in Covariance Estimation and Linear Regression
Moving Beyond Sub-Gaussianity in High-Dimensional Statistics: Applications in Covariance Estimation and Linear Regression
Arun K. Kuchibhotla
Abhishek Chakrabortty
75
108
0
08 Apr 2018
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers
S. Negahban
Pradeep Ravikumar
Martin J. Wainwright
Bin Yu
486
1,379
0
13 Oct 2010
Sparse permutation invariant covariance estimation
Sparse permutation invariant covariance estimation
Adam J. Rothman
Peter J. Bickel
Elizaveta Levina
Ji Zhu
634
907
0
31 Jan 2008

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