Consistency of Sparse-Group Lasso Graphical Model Selection for Time Series

Author:

Tugnait Jitendra K.

Funder

National Science Foundation

Publisher

IEEE

Cited by 6 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. Estimation of Differential Graphs from Time-Dependent Data;2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP);2023-12-10

2. On Graphical Modeling of High-Dimensional Long-Range Dependent Time Series;2022 56th Asilomar Conference on Signals, Systems, and Computers;2022-10-31

3. On sparse high-dimensional graphical model learning for dependent time series;Signal Processing;2022-08

4. Sparse-Group Log-Sum Penalized Graphical Model Learning For Time Series;ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2022-05-23

5. Graph Learning From Multivariate Dependent Time Series Via A Multi-Attribute Formulation;ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2022-05-23

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