Compressive Nonparametric Graphical Model Selection For Time Series

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Compressive Nonparametric Graphical Model Selection For Time Series

13 November 2013

Reinhard Heckel

Helmut Bölcskei

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Papers citing "Compressive Nonparametric Graphical Model Selection For Time Series"

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Title
Sparse-Group Log-Sum Penalized Graphical Model Learning For Time Series Jitendra Tugnait 75 6 0 29 Apr 2022
On Sparse High-Dimensional Graphical Model Learning For Dependent Time Series Jitendra Tugnait CML 40 13 0 15 Nov 2021
On The Complexity of Sparse Label Propagation A. Jung 89 10 0 25 Apr 2018
On the Sample Complexity of Graphical Model Selection for Non-Stationary Processes Nguyen Tran Quang Oleksii Abramenko A. Jung 149 4 0 17 Jan 2017
Learning conditional independence structure for high-dimensional uncorrelated vector processes Nguyen Tran Quang A. Jung 107 7 0 13 Sep 2016
Graphical LASSO Based Model Selection for Time Series A. Jung Gabor Hannak N. Goertz 156 63 0 05 Oct 2014
On the Information-theoretic Limits of Graphical Model Selection for Gaussian Time Series Gabor Hannak A. Jung N. Goertz 98 6 0 04 Mar 2014