Thuan Nguyen

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 48

Top Topics

Closed Form Expressions

Loss Minimization

Mutual Information

Top Venues

Publications

An Vuong, Thuan Nguyen, Thinh Nguyen
Capacity achieving quantizer design for multiple-input multiple-output thresholding channels. VTC2023-Spring (2023)
Boyang Lyu, Thuan Nguyen, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Barycentric-Alignment and Reconstruction Loss Minimization for Domain Generalization. IEEE Access 11 (2023)
Thuan Nguyen, Jiming Jiang
Simplified partially observed quasi-information matrix. Comput. Stat. 38 (1) (2023)
Thuan Nguyen, Matthias Scheutz, Shuchin Aeron
On The Failure of Invariant Risk Minimization and an Effective fix via Classification Error Control. MLSP (2023)
Ruijie Jiang, Thuan Nguyen, Shuchin Aeron, Prakash Ishwar
On neural and dimensional collapse in supervised and unsupervised contrastive learning with hard negative sampling. CoRR (2023)
Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron
A principled approach to model validation in domain generalization. CoRR (2023)
Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron
A Principled Approach to Model Validation in Domain Generalization. ICASSP (2023)
Ayca Aygun, Thuan Nguyen, Zachary Haga, Shuchin Aeron, Matthias Scheutz
Investigating Methods for Cognitive Workload Estimation for Assistive Robots. Sensors 22 (18) (2022)
Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Conditional entropy minimization principle for learning domain invariant representation features. ICPR (2022)
Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Joint Covariate-Alignment and Concept-Alignment: A Framework for Domain Generalization. MLSP (2022)
Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Trade-off between reconstruction loss and feature alignment for domain generalization. ICMLA (2022)
Ayca Aygun, Boyang Lyu, Thuan Nguyen, Zachary Haga, Shuchin Aeron, Matthias Scheutz
Cognitive Workload Assessment via Eye Gaze and EEG in an Interactive Multi-Modal Driving Task. ICMI (2022)
Thuan Nguyen, Hoang Le, Thinh Nguyen
Bounded Guaranteed Algorithms for Concave Impurity Minimization Via Maximum Likelihood. CoRR (2022)
Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Conditional entropy minimization principle for learning domain invariant representation features. CoRR (2022)
Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Trade-off between reconstruction loss and feature alignment for domain generalization. CoRR (2022)
Ruijie Jiang, Thuan Nguyen, Prakash Ishwar, Shuchin Aeron
Supervised Contrastive Learning with Hard Negative Samples. CoRR (2022)
Drew A. Hall, Nagaraj Ananthapadmanabhan, Chulmin Choi, Le Zheng, Paul P. Pan, Christoph Von Jutrzenka, Thuan Nguyen, Jose Rizo, Macklan Weinstein, Raymond Lobaton, Prem Sinha, Trevor Sauerbrey, Cruz Sigala, Kathryne Bailey, Paul J. Mudondo, Ashesh Ray Chaudhuri, Simone Severi, Carl W. Fuller, James M. Tour, Sungho Jin, Paul W. Mola, Barry Merriman
A Scalable CMOS Molecular Electronics Chip for Single-Molecule Biosensing. IEEE Trans. Biomed. Circuits Syst. 16 (6) (2022)
Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Joint covariate-alignment and concept-alignment: a framework for domain generalization. CoRR (2022)
Thuan Nguyen, Thinh Nguyen
Minimizing Weighted Concave Impurity Partition Under Constraints. ICASSP (2021)
Thuan Nguyen, Hoang Le, Thinh Nguyen
Constant Approximation Algorithm for Minimizing Concave Impurity. ICASSP (2021)
Thuan Nguyen, Duong Nguyen-Huu, Thinh Nguyen
Achievable zero-error rate regions using novel location assisted coding (LAC) for short range FSO communications. J. Commun. Networks 23 (4) (2021)
Thuan Nguyen, Thinh Nguyen
Optimal Thresholding Quantizer Maximizing Mutual Information of Discrete Multiple-Input Continuous One-Bit Output Quantization. ISIT (2021)
Thuan Nguyen, Thinh Nguyen
Optimal Quantizer Structure for Maximizing Mutual Information Under Constraints. IEEE Trans. Commun. 69 (11) (2021)
Boyang Lyu, Thuan Nguyen, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron
Barycenteric distribution alignment and manifold-restricted invertibility for domain generalization. CoRR (2021)
Thuan Nguyen, Thinh Nguyen
Capacity Achieving Quantizer Design for Binary Channels. IEEE Commun. Lett. 25 (3) (2021)
Thuan Nguyen, Thinh Nguyen
Communication-Channel Optimized Impurity Partition. GLOBECOM (2020)
Thuan Nguyen, Thinh Nguyen
Communication-Channel Optimized Partition. CoRR (2020)
Thuan Nguyen, Thinh Nguyen
On Thresholding Quantizer Design for Mutual Information Maximization: Optimal Structures and Algorithms. VTC Spring (2020)
Thuan Nguyen, Thinh Nguyen
On Bounds and Closed-Form Expressions for Capacities of Discrete Memoryless Channels With Invertible Positive Matrices. IEEE Trans. Veh. Technol. 69 (9) (2020)
Thuan Nguyen, Yu-Jung Chu, Thinh Nguyen
A New Fast Algorithm for Finding Capacity of Discrete Memoryless Thresholding Channels. ICNC (2020)
Thuan Nguyen, Thinh Nguyen
A Linear Time Partitioning Algorithm for Frequency Weighted Impurity Functions. ICASSP (2020)
Thuan Nguyen, Thinh Nguyen
Entropy-Constrained Maximizing Mutual Information Quantization. CoRR (2020)
Thuan Nguyen, Thinh Nguyen
Structure of Optimal Quantizer for Binary-Input Continuous-Output Channels with Output Constraints. ISIT (2020)
Thuan Nguyen, Thinh Nguyen
Optimal quantizer structure for binary discrete input continuous output channels under an arbitrary quantized-output constraint. CoRR (2020)
Thuan Nguyen, Thinh Nguyen
Single-bit Quantization Capacity of Binary-input Continuous-output Channels. CoRR (2020)
Thuan Nguyen, Thinh Nguyen
On Binary Quantizer For Maximizing Mutual Information. IEEE Trans. Commun. 68 (9) (2020)
Thuan Nguyen, Thinh Nguyen
Thresholding Quantizer Design for Mutual Information Maximization Under Output Constraint. VTC Spring (2020)
Thuan Nguyen, Thinh Nguyen
On the Uniqueness of Binary Quantizers for Maximizing Mutual Information. CoRR (2020)
Thuan Nguyen, Thinh Nguyen
On Bounds and Closed Form Expressions for Capacities of Discrete Memoryless Channels with Invertible Positive Matrices. CoRR (2020)
Thuan Nguyen, Thinh Nguyen
Minimizing Impurity Partition Under Constraints. CoRR (2019)
Thuan Nguyen, Yu-Jung Chu, Thinh Nguyen
On the Capacities of Discrete Memoryless Thresholding Channels. VTC Spring (2018)
Thuan Nguyen
Teaching Big Data Analytics and Machine Learning with Cloud Technology and Python. AMCIS (2018)
Thuan Nguyen, Thinh Nguyen
On Closed Form Capacities of Discrete Memoryless Channels. VTC Spring (2018)
Hanmei Sun, Thuan Nguyen, Yihui Luan, Jiming Jiang
Classified mixed logistic model prediction. J. Multivar. Anal. 168 (2018)
Thuan Nguyen
Inverse of a Special Matrix and Application. CoRR (2017)
Thuan Nguyen, Duong Nguyen-Huu, Thinh Nguyen
On Achievable Rate Region Using Location Assisted Coding (LAC) for FSO Communication. VTC Fall (2017)
Thuan Nguyen, Thinh Nguyen
Achievable Rate Regions Using Novel Location Assisted Coding (LAC). CoRR (2017)
Thuan Nguyen, Thinh Nguyen
Embedded Coding Techniques for FSO Communication. VTC Fall (2017)
Thuan Nguyen, Ferit Yegenoglu, Agatino Sciuto, Ravi Subbarayan
Voice over IP service and performance in satellite networks. IEEE Commun. Mag. 39 (3) (2001)