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General Information

Full Name Duc-Hoan Nguyen
Languages Vietnamese (native), English (fluent), German (basic), French (basic)

Academic Interests

  • Domain Adaptation
  • Machine Learning
  • Learning Theory
  • Inverse Problems

Education

  • 2020 - 2023
    PhD
    Johann Radon Institute (RICAM), Linz, Austria
    • Supervisors
      • Prof. Dr. Sergei Pereverzyev
      • Priv.-Doz. Dr. Bernhard Moser
      • Dr. Werner Zellinger
    • Thesis
      • Regularization in Reproducing Kernel Hilbert Spaces for Covariate Shift Domain Adaptation
  • 2016 - 2017
    Master 2 ACSYON
    University of Limoges, France
    • Master ACSYON
      • Algorithmics, Symbolic Computation and Numerical Optimization
  • 2015 - 2016
    Master 1 - International Master Program in Mathematics
    Hanoi Institute of Mathematics, Hanoi, Vietnam
  • 2010 - 2014
    Bachelor of Mathematics
    Hanoi University of Science, Hanoi, Vietnam
    • Senior Advisor
      • Prof. Dr. Ho Dang Phuc
    • Senior Thesis
      • Statistical Methods in Quality Control

Experience

  • 2023 - 2024
    Reviewer for NeurIPS 2023, ICML 2024 conferences
  • 2019 - 2020
    Work on the Skin fungal diseases detection
    Thang Long University
    • Project leader
      • Prof. Nguyen Tien Dung
    • Associated between the Torus Company, Toulouse, France and Artificial Intelligence Laboratory, Thang Long University, Vietnam
  • 2018 - 2020
    Work on the Hanoi Formal Abstract project
    Thang Long University
    • Project leader
      • Prof. Thomas Hales
    • Associated between the University of Pittsburgh, Carnegie Mellon University, US, and Thang Long University, Vietnam
  • 2018
    Internship in Hanoi Institute of Mathematics
    Hanoi Institute of Mathematics, Hanoi, Vietnam
    • Advisor
      • Prof. Dinh Nho Hao
    • Subject
      • Inverse source problem
  • Mar - Aug, 2017
    Internship in INSA de Rouen
    INSA de Rouen, France
    • Advisors
      • Prof. Jean-Guy Caputo and Prof. Arnaud Knippel
    • Subject
      • Inverse source problem in a forced wave graph

Computer Skills

  • Software
    • MATLAB
    • PyTorch
    • TensorFlow
  • Programming
    • Python
    • C/C++
    • LEAN

Awards and Fellowships

  • 2016 - 2017
    • Master scholarship, LabEX Sigma Lim, University of Limoges, France
  • 2012 - 2014
    • Annual Scholarship for excellent students, Vietnam National University

Other Interests

  • Badminton