Low-Rank Variance Approximation in GMRF Models: Single and Multiscale Approaches

Author:

Malioutov D.M.,Johnson J.K.,Myung Jin Choi ,Willsky A.S.

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Signal Processing

Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Efficient Covariance Approximations for Large Sparse Precision Matrices;Journal of Computational and Graphical Statistics;2018-08-20

2. Modeling Spatial Extremes via Ensemble-of-Trees of Pairwise Copulas;IEEE Transactions on Signal Processing;2017-02-01

3. Covariance Matrix Estimation for Interest-Rate Risk Modeling via Smooth and Monotone Regularization;IEEE Journal of Selected Topics in Signal Processing;2016-09

4. Modeling Spatio-Temporal Extreme Events Using Graphical Models;IEEE Transactions on Signal Processing;2016-03

5. Distributed Estimation of Variance in Gaussian Graphical Model via Belief Propagation: Accuracy Analysis and Improvement;IEEE Transactions on Signal Processing;2015-12

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