Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
portfolio
Accelerated Image Processing and Optimization
Optimization algorithms for regression, image restoration, denoising, deblurring, and matrix completion.
Model Compression using Adaptive Knowledge Distillation
Adaptive Temperature Scaling for training smaller neural networks with strong accuracy under resource constraints.
Premier League Ranking Prediction and Disease Symptom Diagnosis
Statistical modeling and machine learning for structured and unstructured real-world datasets.
publications
A gradient estimate related fractional maximal operators for a p-Laplace problem in Morrey spaces
Taiwanese Journal of Mathematics, 2021
Recommended citation: T.-N. Nguyen, M.-P. Tran, C.-K. Doan, and Nghia Van Vo. "A gradient estimate related fractional maximal operators for a p-Laplace problem in Morrey spaces." Taiwanese Journal of Mathematics, advance publication, 1-21. DOI: 10.11650/tjm/210202, 2021.
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A regularity result via fractional maximal operators for p-Laplace equations in weighted Lorentz spaces
Complex Variables and Elliptic Equations, 2022
Recommended citation: C.-K. Doan, G.-B. Nguyen, and Nghia Van Vo. "A regularity result via fractional maximal operators for p-Laplace equations in weighted Lorentz spaces." Complex Variables and Elliptic Equations. DOI: 10.1080/17476933.2021.1897794, 2022.
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Stable recovery of regularized linear inverse problems
Inverse Problems, 2025
Recommended citation: Tran T. A. Nghia, Huy P. N., and Nghia Van Vo. "Stable recovery of regularized linear inverse problems." Inverse Problems 41, 065018. DOI: 10.1088/1361-6420/addffb, 2025.
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Nonsmooth Newton methods with effective subspaces for polyhedral regularization
Submitted to Mathematics of Operations Research, 2025
Recommended citation: Tran T. A. Nghia, Khoa V. H. Vu, and Nghia Van Vo. "Nonsmooth Newton methods with effective subspaces for polyhedral regularization." arXiv:2511.16514, submitted to Mathematics of Operations Research, 2025.
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Adaptive temperature scaling for knowledge distillation via entropy-regularized supervision
Submitted, 2026
Recommended citation: H.-C. Luong, Kaiqi Zhao, L. Chen, and Nghia Van Vo. "Adaptive temperature scaling for knowledge distillation via entropy-regularized supervision." Submitted, 2026.
Inexact DC algorithms in Hilbert spaces with applications to PDE-constrained optimization
Submitted to Applied Mathematics & Optimization, 2026
Recommended citation: P. D. Khanh, V. V. H. Khoa, B. S. Mordukhovich, D. B. Tran, and Nghia Van Vo. "Inexact DC algorithms in Hilbert spaces with applications to PDE-constrained optimization." arXiv:2601.06622, submitted to Applied Mathematics & Optimization, 2026.
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An effective subspace Newton method for generalized equations
Preprint, 2026
Recommended citation: Tran T. A. Nghia, V. V. H. Khoa, and Nghia Van Vo. "An effective subspace Newton method for generalized equations." Preprint, 2026.
Double proximal point methods for difference-of-convex optimization methods
Preprint, 2026
Recommended citation: P. D. Khanh, B. S. Mordukhovich, D. B. Tran, and Nghia Van Vo. "Double proximal point methods for difference-of-convex optimization methods." Preprint, 2026.
Isolated calmness of regularized linear inverse problems
Preprint, 2026
Recommended citation: T. A. Nghia Tran, Huy P. N., V. V. H. Khoa, and Nghia Van Vo. "Isolated calmness of regularized linear inverse problems." Preprint, 2026.
Lipschitz stability of regularized linear inverse problems
Preprint, 2026
Recommended citation: T. A. Nghia Tran, Huy P. N., V. V. H. Khoa, and Nghia Van Vo. "Lipschitz stability of regularized linear inverse problems." Preprint, 2026.
talks
teaching
MTH 0661 - Elementary Algebra
Main Instructor, Oakland University, 2022
Main instructor for Elementary Algebra in Fall 2022, Winter 2023, and Winter 2024.
MTH 0662 - Intermediate Algebra
Main Instructor, Oakland University, 2023
Main instructor for Intermediate Algebra in Fall 2023 and Winter 2023.
MTH 1441 - Pre-Calculus
Main Instructor, Oakland University, 2024
Main instructor for pre-calculus.
MTH 2554 - Multivariable Calculus
Substitute Instructor, Oakland University, 2025
Substitute instructor for multivariable calculus.
MOR 5555 - Nonlinear Optimization
Guest Instructor, Oakland University, 2025
Guest instructor for a graduate-level nonlinear optimization course.