441 Publications (Page 1 of 18)
2024
Learning High-Dimensional Differential Graphs From Multiattribute Data. IEEE Transactions on Signal Processing
. | Journal Article
2022
Graph Learning From Multivariate Dependent Time Series Via A Multi-Attribute Formulation
Tugnait, Jitendra K.
IEEE
 
On sparse high-dimensional graphical model learning for dependent time series. Signal Processing
 
Sparse-Group Log-Sum Penalized Graphical Model Learning For Time Series
Tugnait, Jitendra K.
IEEE
2021
Corrections to “Sparse-Group Lasso for Graph Learning From Multi-Attribute Data”
Tugnait, Jitendra
(pp. 4758–4758). Institute of Electrical and Electronics Engineers (IEEE)
 
New Results on Graphical Modeling of High-Dimensional Dependent Time Series
Tugnait, Jitendra K.
IEEE
 
On High-Dimensional Graph Learning Under Total Positivity
Tugnait, Jitendra K.
IEEE
 
On Sparse Graph Estimation Under Statistical and Laplacian Constraints
Tugnait, Jitendra K
(pp. 232-239)
 
Sparse Graph Learning Under Laplacian-Related Constraints
Tugnait, Jitendra K.
(pp. 151067–151079). Institute of Electrical and Electronics Engineers (IEEE)
 
Sparse-Group Lasso for Graph Learning From Multi-Attribute Data
Tugnait, Jitendra K.
(pp. 1771–1786). Institute of Electrical and Electronics Engineers (IEEE)
2020
Consistency of Sparse-Group Lasso Graphical Model Selection for Time Series
Tugnait, Jitendra K.
IEEE
 
Deviance Tests for Graph Estimation From Multi-Attribute Gaussian Data
Tugnait, Jitendra K.
(pp. 5632–5647). Institute of Electrical and Electronics Engineers (IEEE)
 
Graph Learning from Multi-Attribute Smooth Signals
Tugnait, Jitendra K.
IEEE
 
Robust QoE-Driven DASH Over OFDMA Networks. IEEE Transactions on Multimedia
2019
A Data-Cleaning Approach to Robust Multisensor Detection of Improper Signals
Tugnait, Jitendra K
IEEE Access, vol. 7, pp. 124966, 20190000. | Journal Article
 
Edge Exclusion Tests for Graphical Model Selection: Complex Gaussian Vectors and Time Series
Tugnait, Jitendra K
IEEE Transactions on Signal Processing, vol. 67, (no. 19), pp. 5077, 2019-Oct.1,-1. | Journal Article
 
Edge Exclusion Tests for Improper Complex Gaussian Graphical Model Selection
Tugnait, Jitendra K
IEEE Transactions on Signal Processing, vol. 67, (no. 13), pp. 3560, 2019-July1,-1. | Journal Article
 
Graphical Lasso for High-dimensional Complex Gaussian Graphical Model Selection. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
 
On Multisensor Detection of Improper Signals
Tugnait, Jitendra K
IEEE Transactions on Signal Processing, vol. 67, (no. 4), pp. 884, 2019-Feb.15,-15. | Journal Article
 
On Sparse Complex Gaussian Graphical Model Selection. 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP)
 
Robust QoE-Driven DASH over OFDMA Networks
Xiao, Kefan⋅Xiao, Kefan⋅Mao, Shiwen⋅Mao, Shiwen⋅Tugnait, Jitendra K and Tugnait, Jitendra K
IEEE Transactions on Multimedia, pp. 1, 20190730. | Journal Article
 
Robust Spectrum-Based Comparison of Multivariate Complex Random Signals
Tugnait, Jitendra K
IEEE Access, vol. 7, pp. 12528, 20190000. | Journal Article
 
TCP-Drinc: Smart Congestion Control Based on Deep Reinforcement Learning
Xiao, Kefan⋅Xiao, Kefan⋅Mao, Shiwen⋅Mao, Shiwen⋅Tugnait, Jitendra K and Tugnait, Jitendra K
IEEE Access, vol. 7, pp. 11904, 20190000. | Journal Article
 
TCP-Drinc: Smart Congestion Control Based on Deep Reinforcement Learning. IEEE Access
2018
An Edge Exclusion Test for Complex Gaussian Graphical Model Selection. 2018 IEEE Statistical Signal Processing Workshop (SSP)