Publications

@inproceedings{vu2024robust,
  title={A Robust and Scalable Method with an Analytic Solution for Multi-Subject FMRI Data Analysis},
  author={Vu, Trung and Yang, Hanlu and Gabrielson, Ben and Laport, Francisco and D. Calhoun, Vince and Adali, Tulay},
  booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={1831--1835},
  year={2024},
  organization={IEEE}
 }

@inproceedings{laport2023reproducibility,
  title={Reproducibility in Joint Blind Source Separation: Application to fMRI Analysis},
  author={Laport, Francisco and Vu, Trung and Yang, Hanlu and D. Calhoun, Vince and Adali, Tulay},
  booktitle={Asilomar Conference on Signals, Systems, and Computers},
  pages={1448--1452},
  year={2023},
  organization={IEEE}
 }

@inproceedings{vu2023constrained,
  title={Constrained Independent Vector Analysis with References: Algorithms and Performance Evaluation},
  author={Vu, Trung and Laport, Francisco and Yang, Hanlu and Adali, Tulay},
  booktitle={Asilomar Conference on Signals, Systems, and Computers},
  pages={827--831},
  year={2023},
  organization={IEEE}
 }

@inproceedings{vu2023asymptotic,
  title={On the Asymptotic Linear Convergence of Gradient Descent for Non-Symmetric Matrix Completion},
  author={Vu, Trung and Raich, Raviv},
  booktitle={Asilomar Conference on Signals, Systems, and Computers},
  pages={1049--1053},
  year={2023},
  organization={IEEE}
 }

@article{vu2020novel,
  title={On Local Linear Convergence of Projected Gradient Descent for Unit-Modulus Least Squares},
  author={Vu, Trung and Raich, Raviv and Fu, Xiao},
  journal={IEEE Transactions on Signal Processing},
  volume={71},
  pages={3883--3897},
  year={2023},
  publisher={IEEE}
 }

@article{vu2020novel,
  title={On Local Linear Convergence Rate of Iterative Hard Thresholding for Matrix Completion},
  author={Vu, Trung and Chunikhina, Evgenia and Raich, Raviv},
  journal={IEEE Transactions on Signal Processing},
  volume={70},
  pages={5940--5953},
  year={2022},
  publisher={IEEE}
 }

@article{vu2020novel,
  title={On Asymptotic Linear Convergence of Projected Gradient Descent for Constrained Least Squares},
  author={Vu, Trung and Raich, Raviv},
  journal={IEEE Transactions on Signal Processing},
  volume={70},
  pages={4061--4076},
  year={2022},
  publisher={IEEE}
 }

@article{vu2021closed,
  title={A Closed-Form Bound on the Asymptotic Linear Convergence of Iterative Methods via Fixed Point Analysis},
  author={Vu, Trung and Raich, Raviv},
  journal={Optimization Letters},
  year={2022},
  publisher={Elsevier}
 }

@article{vu2021perturbation,
  title={Perturbation Expansions and Error Bounds for the Truncated Singular Value Decomposition},
  author={Vu, Trung and Chunikhina, Evgenia and Raich, Raviv},
  journal={Linear Algebra and its Applications},
  year={2021},
  publisher={Elsevier}
 }

@inproceedings{vu2021exact,
  title={Exact Linear Convergence Rate Analysis for Low-Rank Symmetric Matrix Completion via Gradient Descent},
  author={Vu, Trung and Raich, Raviv},
  booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={3240--3244},
  year={2021},
  organization={IEEE}
 }

@article{vu2020novel,
  title={A Novel Attribute-based Symmetric Multiple Instance Learning for Histopathological Image Analysis},
  author={Vu, Trung and Lai, Phung and Raich, Raviv and Pham, Anh and Fern, Xiaoli Z and Rao, UK Arvind},
  journal={IEEE Transactions on Medical Imaging},
  volume={39},
  number={10},
  pages={3125--3136},
  year={2020},
  publisher={IEEE}
 }

@inproceedings{vu2019convergence,
  title={On Convergence of Projected Gradient Descent for Minimizing a Large-Scale Quadratic Over the Unit Sphere},
  author={Vu, Trung and Raich, Raviv and Xiao, Fu},
  booktitle={IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},
  pages={1--6},
  year={2019},
  organization={IEEE}
 }

@inproceedings{vu2019accelerating,
  title={Accelerating Iterative Hard Thresholding for Low-Rank Matrix Completion via Adaptive Restart},
  author={Vu, Trung and Raich, Raviv},
  booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={2917--2921},
  year={2019},
  organization={IEEE}
 }

@inproceedings{vu2019local,
  title={Local Convergence of the {H}eavy {B}all Method in Iterative Hard Thresholding for Low-rank Matrix Completion},
  author={Vu, Trung and Raich, Raviv},
  booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={3417--3421},
  year={2019},
  organization={IEEE}
 }

@inproceedings{vu2018adaptive,
  title={Adaptive Step Size Momentum Method For Deconvolution},
  author={Vu, Trung and Raich, Raviv},
  booktitle={IEEE Statistical Signal Processing Workshop (SSP)},
  pages={438--442},
  year={2018},
  organization={IEEE}
 }

@inproceedings{vu2014resolution,
  title={Resolution in linguistic propositional logic based on linear symmetrical hedge algebra},
  author={Thi-Minh-Tam Nguyen and Vu, Viet-Trung and Tran, Duc-Khanh and The-Vinh Doan},
  booktitle={Knowledge and Systems Engineering},
  pages={327--338},
  year={2014},
  organization={Springer}
 }

@inproceedings{vu2014resolution,
  title={Resolution in linguistic first order logic based on linear symmetrical hedge algebra},
  author={Thi-Minh-Tam Nguyen and Vu, Viet-Trung and Tran, Duc-Khanh and The-Vinh Doan},
  booktitle={International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems},
  pages={345--354},
  year={2014},
  organization={Springer}
 }

@inproceedings{tran2013fuzzy,
  title={Fuzzy linguistic propositional logic based on refined hedge algebra},
  author={Tran, Duc-Khanh and Vu, Viet-Trung and Doan, The-Vinh and Nguyen, Minh-Tam},
  booktitle={2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)},
  pages={1--8},
  year={2013},
  organization={IEEE}
 }