Thuan Nguyen

Orcid: 0000-0003-3064-7609

According to our database¹, Thuan Nguyen authored at least 47 papers between 2001 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2024

Estimating Systemic Cognitive States from a Mixture of Physiological and Brain Signals.

[BibT_eX]

[DOI]

Top. Cogn. Sci., July, 2024

On Minimizing Symbol Error Probability for Antipodal Beamforming in MIMO Gaussian Wiretap Channels.

[BibT_eX]

[DOI]

Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

On Neural Collapse in Contrastive Learning with Imbalanced Datasets.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

Supervised Contrastive Learning with Hard Negative Samples.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Simplified partially observed quasi-information matrix.

[BibT_eX]

[DOI]

Thuan Nguyen

Jiming Jiang

Comput. Stat., March, 2023

On neural and dimensional collapse in supervised and unsupervised contrastive learning with hard negative sampling.

[BibT_eX]

[DOI]

CoRR, 2023

Barycentric-Alignment and Reconstruction Loss Minimization for Domain Generalization.

[BibT_eX]

[DOI]

IEEE Access, 2023

Capacity achieving quantizer design for multiple-input multiple-output thresholding channels.

[BibT_eX]

[DOI]

An Vuong

Thuan Nguyen

Thinh Nguyen

Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

On The Failure of Invariant Risk Minimization and an Effective fix via Classification Error Control.

[BibT_eX]

[DOI]

Thuan Nguyen

Matthias Scheutz

Shuchin Aeron

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

A Principled Approach to Model Validation in Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

A Scalable CMOS Molecular Electronics Chip for Single-Molecule Biosensing.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., December, 2022

Investigating Methods for Cognitive Workload Estimation for Assistive Robots.

[BibT_eX]

[DOI]

Sensors, 2022

Bounded Guaranteed Algorithms for Concave Impurity Minimization Via Maximum Likelihood.

[BibT_eX]

[DOI]

Thuan Nguyen

Hoang Le

Thinh Nguyen

CoRR, 2022

Joint Covariate-Alignment and Concept-Alignment: A Framework for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

Conditional entropy minimization principle for learning domain invariant representation features.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Trade-off between reconstruction loss and feature alignment for domain generalization.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimodal Interaction, 2022

2021

Optimal Quantizer Structure for Maximizing Mutual Information Under Constraints.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

IEEE Trans. Commun., 2021

Achievable zero-error rate regions using novel location assisted coding (LAC) for short range FSO communications.

[BibT_eX]

[DOI]

Thuan Nguyen

Duong Nguyen-Huu

Thinh Nguyen

J. Commun. Networks, 2021

Capacity Achieving Quantizer Design for Binary Channels.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

IEEE Commun. Lett., 2021

Barycenteric distribution alignment and manifold-restricted invertibility for domain generalization.

[BibT_eX]

[DOI]

CoRR, 2021

Optimal Thresholding Quantizer Maximizing Mutual Information of Discrete Multiple-Input Continuous One-Bit Output Quantization.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

Proceedings of the IEEE International Symposium on Information Theory, 2021

Minimizing Weighted Concave Impurity Partition Under Constraints.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

Proceedings of the IEEE International Conference on Acoustics, 2021

Constant Approximation Algorithm for Minimizing Concave Impurity.

[BibT_eX]

[DOI]

Thuan Nguyen

Hoang Le

Thinh Nguyen

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.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

IEEE Trans. Veh. Technol., 2020

On Binary Quantizer For Maximizing Mutual Information.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

IEEE Trans. Commun., 2020

Optimal quantizer structure for binary discrete input continuous output channels under an arbitrary quantized-output constraint.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

CoRR, 2020

Single-bit Quantization Capacity of Binary-input Continuous-output Channels.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

CoRR, 2020

On the Uniqueness of Binary Quantizers for Maximizing Mutual Information.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

CoRR, 2020

Entropy-Constrained Maximizing Mutual Information Quantization.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

CoRR, 2020

Communication-Channel Optimized Partition.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

CoRR, 2020

On Thresholding Quantizer Design for Mutual Information Maximization: Optimal Structures and Algorithms.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Thresholding Quantizer Design for Mutual Information Maximization Under Output Constraint.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Structure of Optimal Quantizer for Binary-Input Continuous-Output Channels with Output Constraints.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

Proceedings of the IEEE International Symposium on Information Theory, 2020

A New Fast Algorithm for Finding Capacity of Discrete Memoryless Thresholding Channels.

[BibT_eX]

[DOI]

Thuan Nguyen

Yu-Jung Chu

Thinh Nguyen

Proceedings of the International Conference on Computing, Networking and Communications, 2020

A Linear Time Partitioning Algorithm for Frequency Weighted Impurity Functions.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Communication-Channel Optimized Impurity Partition.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

Proceedings of the IEEE Global Communications Conference, 2020

2019

Minimizing Impurity Partition Under Constraints.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

CoRR, 2019

2018

Classified mixed logistic model prediction.

[BibT_eX]

[DOI]

J. Multivar. Anal., 2018

On Closed Form Capacities of Discrete Memoryless Channels.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

Proceedings of the 87th IEEE Vehicular Technology Conference, 2018

On the Capacities of Discrete Memoryless Thresholding Channels.

[BibT_eX]

[DOI]

Thuan Nguyen

Yu-Jung Chu

Thinh Nguyen

Proceedings of the 87th IEEE Vehicular Technology Conference, 2018

Teaching Big Data Analytics and Machine Learning with Cloud Technology and Python.

[BibT_eX]

[DOI]

Thuan Nguyen

Proceedings of the 24th Americas Conference on Information Systems, 2018

2017

Inverse of a Special Matrix and Application.

[BibT_eX]

[DOI]

Thuan Nguyen

CoRR, 2017

Achievable Rate Regions Using Novel Location Assisted Coding (LAC).

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

CoRR, 2017

On Achievable Rate Region Using Location Assisted Coding (LAC) for FSO Communication.

[BibT_eX]

[DOI]

Thuan Nguyen

Duong Nguyen-Huu

Thinh Nguyen

Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Embedded Coding Techniques for FSO Communication.

[BibT_eX]

[DOI]

Thuan Nguyen

Thinh Nguyen

Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

2001

Voice over IP service and performance in satellite networks.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2001

Thuan Nguyen

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