Jitendra K Tugnait
Auburn University
H-index: 49
North America-United States
Top articles of Jitendra K Tugnait
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning Sparse High-Dimensional Matrix-Valued Graphical Models From Dependent Data | IEEE Transactions on Signal Processing | Jitendra K Tugnait | 2024/5/1 |
Delay Embedding for Matrix Graphical Model Learning from Dependent Data | Jitendra K Tugnait | 2024/4/14 | |
Estimation of Differential Graphs from Time-Dependent Data | Jitendra K Tugnait | 2023/12/10 | |
Estimation of Differential Graphs via Log-Sum Penalized D-Trace Loss | Jitendra K Tugnait | 2023/7/2 | |
Sparse High-Dimensional Matrix-Valued Graphical Model Learning from Dependent Data | Jitendra K Tugnait | 2023/7/2 | |
Estimation of high-dimensional differential graphs from multi-attribute data | Jitendra K Tugnait | 2023/6/4 | |
Learning High-Dimensional Differential Graphs From Multi-Attribute Data | IEEE Transactions on Signal Processing | Jitendra K Tugnait | 2023/12/15 |
On sparse high-dimensional graphical model learning for dependent time series | Signal Processing | Jitendra K Tugnait | 2022/8/1 |
Graph learning from multivariate dependent time series via a multi-attribute formulation | Jitendra K Tugnait | 2022/5/23 | |
Sparse-group log-sum penalized graphical model learning for time series | Jitendra K Tugnait | 2022/5/23 | |
On Graphical Modeling of High-Dimensional Long-Range Dependent Time Series | Jitendra K Tugnait | 2022/10/31 | |
On High-Dimensional Graph Learning Under Total Positivity | Jitendra K Tugnait | 2021/11/1 | |
New Results on Graphical Modeling of High-Dimensional Dependent Time Series | Jitendra K Tugnait | 2021/11/1 | |
Sparse-Group Non-convex Penalized Multi-Attribute Graphical Model Selection | Jitendra K Tugnait | 2021/8/23 | |
Sparse-group lasso for graph learning from multi-attribute data | IEEE Transactions on Signal Processing | Jitendra K Tugnait | 2021/2/8 |
On Sparse Graph Estimation Under Statistical and Laplacian Constraints | Jitendra K Tugnait | 2021/12/14 | |
Sparse graph learning under Laplacian-related constraints | IEEE Access | Jitendra K Tugnait | 2021/11/8 |
Scad-Penalized Complex Gaussian Graphical Model Selection | Jitendra K Tugnait | 2020/9/21 | |
Graph learning from multi-attribute smooth signals | Jitendra K Tugnait | 2020/9/21 | |
Deviance Tests for Graph Estimation From Multi-Attribute Gaussian Data | IEEE Transactions on Signal Processing | Jitendra K Tugnait | 2020/9/11 |
Co-Authors
