PhD. Tran Tien Tam
- Position: Lecturer
- Title: PhD
- Email: tamtt@vnuis.edu.vn
- Working offices: Faculty of Applied Sciences, Room 408, Building C, HACINCO Student Village, 99-Nguy Nhu Kon Tum Street, Thanh Xuan District, Hanoi
Academic Degrees
- Engineer: Hanoi University of Science and Technology, Vietnam
- Master: Mathematics, Aix-Marseille University, France PhD:
- Informatics, University of Clermont Auvergne, France
Research Areas
- Research Interest:
- Gaussian processes in Machine Learning
- Machine Learning and optimization on manifolds
- Teaching subjects:
- Probability Theory and Mathematical Statistics
- Mathematical Analysis
Publications
- Tien-Tam Tran, Yann Feunteun, Chafik Samir, José Braga, “A Scalable Matérn Gaussian Process for Learning Spatial Curves Distributions”, Information Sciences, 2022
- Tien-Tam Tran, Anis Fradi, Chafik Samir, “Learning, inference, and prediction on probability density functions with constrained Gaussian processes”, Information Sciences 2023
- Ines Adouani, Chafik Samir, Tien-Tam Tran, “Cubic Hermite interpolators on the space of probability measures”, Mathematical Methods in the Applied Sciences, 2024
- Ines Adouani, Chafik Samir, Tien-Tam Tran, “Computing Regularized Splines in the Riemannian Manifold of Probability Measures”, ESAIM: Mathematical Modelling and Numerical Analysis, 2024
Books
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Research Projects
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Working process
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