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Scalable Inference of Sparsely-changing Markov Random Fields with Strong Statistical Guarantees

Scalable Inference of Sparsely-changing Markov Random Fields with Strong Statistical Guarantees

Salar Fattahi
A. Gómez
ArXiv (abs)PDFHTML

Papers citing "Scalable Inference of Sparsely-changing Markov Random Fields with Strong Statistical Guarantees"

2 / 2 papers shown
Title
Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical Perspectives
Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical Perspectives
Kayhan Behdin
Wenyu Chen
Rahul Mazumder
60
4
0
18 Jul 2023
Efficient Inference of Spatially-varying Gaussian Markov Random Fields with Applications in Gene Regulatory Networks
Efficient Inference of Spatially-varying Gaussian Markov Random Fields with Applications in Gene Regulatory Networks
V. Ravikumar
Tong Xu
W. Al-Holou
Salar Fattahi
Arvind Rao
48
2
0
21 Jun 2022