Thanh Trung Le
Lecturer, Vietnam National University Hanoi, VNU-UET
Hanoi, Vietnam
About me
I received my B.Sc. and M.Sc. degrees both in Electronics and Communications from Vietnam National University Hanoi, VNU-UET, in 2016 and 2018 respectively, and my Ph.D. degree in Computer Science and Signal Processing from the University of Orléans, INSA CVL, PRISME in 2022. I was a postdoctoral researcher at the University of Orléans from 2022 to 2023. Currently, I am a lecturer at Vietnam National University Hanoi, VNU-UET.
Research Interests
Signal processing, data science, and their applications:
- Subspace estimation and tracking
- Tensor decomposition and tracking
- System identification
- Biomedical signal processing
Select Publications
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)