Thuan Nguyen
Orcid: 0000-0003-3064-7609Affiliations:
- East Tennessee State University, Department of Engineering, Engineering Technology, and Surveying, TN, USA
- Tufts University, Boston, MA, USA
- Oregon State University, School of Electrical Engineering and Computer Science, OR, USA (PhD 2021)
According to our database1,
Thuan Nguyen
authored at least 44 papers
between 2017 and 2026.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2026
Bounded guaranteed algorithms for concave impurity minimization via maximum likelihood.
Signal Process., 2026
2025
CoRR, April, 2025
Hard-Negative Sampling for Contrastive Learning: Optimal Representation Geometry and Neural- vs Dimensional-Collapse.
Trans. Mach. Learn. Res., 2025
2024
Estimating Systemic Cognitive States from a Mixture of Physiological and Brain Signals.
Top. Cogn. Sci., July, 2024
On Minimizing Symbol Error Probability for Antipodal Beamforming in MIMO Gaussian Wiretap Channels.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the International Conference on Machine Learning and Applications, 2024
2023
On neural and dimensional collapse in supervised and unsupervised contrastive learning with hard negative sampling.
CoRR, 2023
Barycentric-Alignment and Reconstruction Loss Minimization for Domain Generalization.
IEEE Access, 2023
Capacity achieving quantizer design for multiple-input multiple-output thresholding channels.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023
On The Failure of Invariant Risk Minimization and an Effective fix via Classification Error Control.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Sensors, 2022
Joint Covariate-Alignment and Concept-Alignment: A Framework for Domain Generalization.
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022
Conditional entropy minimization principle for learning domain invariant representation features.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Trade-off between reconstruction loss and feature alignment for domain generalization.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
Cognitive Workload Assessment via Eye Gaze and EEG in an Interactive Multi-Modal Driving Task.
Proceedings of the International Conference on Multimodal Interaction, 2022
2021
IEEE Trans. Commun., 2021
Achievable zero-error rate regions using novel location assisted coding (LAC) for short range FSO communications.
J. Commun. Networks, 2021
Barycenteric distribution alignment and manifold-restricted invertibility for domain generalization.
CoRR, 2021
Optimal Thresholding Quantizer Maximizing Mutual Information of Discrete Multiple-Input Continuous One-Bit Output Quantization.
Proceedings of the IEEE International Symposium on Information Theory, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
On Bounds and Closed-Form Expressions for Capacities of Discrete Memoryless Channels With Invertible Positive Matrices.
IEEE Trans. Veh. Technol., 2020
Optimal quantizer structure for binary discrete input continuous output channels under an arbitrary quantized-output constraint.
CoRR, 2020
CoRR, 2020
On Thresholding Quantizer Design for Mutual Information Maximization: Optimal Structures and Algorithms.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020
Thresholding Quantizer Design for Mutual Information Maximization Under Output Constraint.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020
Structure of Optimal Quantizer for Binary-Input Continuous-Output Channels with Output Constraints.
Proceedings of the IEEE International Symposium on Information Theory, 2020
A New Fast Algorithm for Finding Capacity of Discrete Memoryless Thresholding Channels.
Proceedings of the International Conference on Computing, Networking and Communications, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the IEEE Global Communications Conference, 2020
2019
2018
Proceedings of the 87th IEEE Vehicular Technology Conference, 2018
Proceedings of the 87th IEEE Vehicular Technology Conference, 2018
2017
On Achievable Rate Region Using Location Assisted Coding (LAC) for FSO Communication.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017