Thanh Trung Le
Lecturer, Vietnam National University Hanoi, VNU-UET
Hanoi, Vietnam
About me
I am currently a lecturer at the VNU University of Engineering and Technology, Vietnam National University Hanoi (VNU-UET). I received my B.Sc. degree in Electronics and Communications from VNU-UET in 2016 and my Ph.D. degree in Computer Science and Signal Processing from the University of Orléans, INSA CVL, PRISME in 2022. I was also a postdoctoral researcher at the University of Orléans from 2022 to 2023.
Research Interests
Signal processing, data science, and their applications:
- Subspace estimation and tracking
- Tensor decomposition and tracking
- System identification
- Biomedical signal processing
Select Publications
 | Tensor Decomposition Meets Blind Source Separation |
 | OPIT: A Simple but Effective Method for Sparse Subspace Tracking in High-dimension and Low-sample-size Context |
 | A Novel Recursive Least-Squares Adaptive Method For Streaming Tensor-Train Decomposition With Incomplete Observations |
 | Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors |
 | Robust Subspace Tracking With Contamination via Alpha-Divergence |
 | A Contemporary and Comprehensive Survey on Streaming Tensor Decomposition |
 | Robust Tensor Tracking with Missing Data and Outliers: Novel Adaptive CP Decomposition and Convergence Analysis |
 | Misspecified Cramer-Rao Bounds for Blind Channel Estimation under Channel Order Misspecification |
 | Robust Subspace Tracking with Missing Data and Outliers: Novel Algorithm with Convergence Guarantee |
 | A Fast Randomized Adaptive CP Decomposition for Streaming Tensors |
 | Multichannel EEG Epileptic Spike Detection by a New Method of Tensor Decomposition |
Contact
- Thanh Trung Le
VNU University of Engineering and Technology
Vietnam National University, Hanoi
144 Xuan Thuy, Cau Giay, Hanoi, Vietnam - Emails: thanhletrung@vnu.edu.vn (working) or thanhle88.tbt@gmail.com (personal)