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Thuan Nguyen
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Thuan Nguyen17 visible / 17 total nodes / 32 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalAuthorshipAuthorshipThuan NguyenAThuan NguyenResearcherOptimal Representations for Generalized Contrastive Learning with Imbalanced DatasetsWOptimal Representations...preprint / 2026Shuchin AeronAShuchin AeronResearcherD. Richard BrownAD. Richard BrownResearcherPrakash IshwarAPrakash IshwarResearcherA Random-Effects Approach to Generalized Linear Mixed Model Analysis of Incomplete Longitudinal DataWA Random-Effects Approa...preprint / 2025Conditional entropy minimization principle for learning domain invariant representation featuresWConditional entropy min...preprint / 2022Joint covariate-alignment and concept-alignment: a framework for domain generalizationWJoint covariate-alignme...preprint / 2022Optimal quantizer structure for binary discrete input continuous output channels under an arbitrary quantized-output constraintWOptimal quantizer struc...preprint / 2020Single-bit Quantization Capacity of Binary-input Continuous-output ChannelsWSingle-bit Quantization...preprint / 2020Entropy-Constrained Maximizing Mutual Information QuantizationWEntropy-Constrained Max...preprint / 2020On the Uniqueness of Binary Quantizers for Maximizing Mutual InformationWOn the Uniqueness of Bi...preprint / 2020On Bounds and Closed Form Expressions for Capacities of Discrete Memoryless Channels with Invertible Positive MatricesWOn Bounds and Closed Fo...preprint / 2020Communication-Channel Optimized PartitionWCommunication-Channel O...preprint / 2020Minimizing Impurity Partition Under ConstraintsWMinimizing Impurity Par...preprint / 2019Machine LearningTMachine Learning49008 worksA Unified Monte-Carlo Jackknife for Small Area Estimation after Model SelectionWA Unified Monte-Carlo J...preprint / 2016
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Thuan Nguyen

Researcher

PaperOptimal Representations for Generalized Contrastive Learning with Imbalanced DatasetsAuthorship / preprint / 2026PersonShuchin AeronCo-authorship / ResearcherPersonD. Richard BrownCo-authorship / ResearcherPersonPrakash IshwarCo-authorship / ResearcherPaperA Random-Effects Approach to Generalized Linear Mixed Model Analysis of Incomplete Longitudinal DataAuthorship / preprint / 2025PaperConditional entropy minimization principle for learning domain invariant representation featuresAuthorship / preprint / 2022PaperJoint covariate-alignment and concept-alignment: a framework for domain generalizationAuthorship / preprint / 2022PaperOptimal quantizer structure for binary discrete input continuous output channels under an arbitrary quantized-output constraintAuthorship / preprint / 2020

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