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Manh Hung Nguyen
PhD Student, Max Planck Institute for Software Systems | ELLIS Society
hungnm.vnu@gmail.com

I’m a PhD student at the Max Planck Institute for Software Systems, as part of the ELLIS PhD program (50 students were selected out of 1700 candidates in 2022). My work focuses on Reinforcement Learning from both theorectical and applied perspectives, under the supervision of Adish Singla. I was a Research Intern at INRIA under the supervisions of Isabelle Guyon and Lisheng Sun-Hosoya. I obtained my Master’s degree in Big Data Management and Analytics (BDMA) joinlty from Université Paris-Saclay (France), Universitat Politècnica de Catalunya (Spain), and Université Libre de Bruxelles (Belgium). I was an EMJM full-ride scholarship holder (25 students received out of 700 applications).

Interests

  • Reinforcement Learning
  • Symbolic AI
  • Meta-Learning
  • AutoML

Academia

Max Planck Institute for Software Systems
2022 - present
PhD in Computer Science
Supervised by Adish Singla
Université Paris-Saclay (France), Universitat Politècnica de Catalunya (Spain), and Université Libre de Bruxelles (Belgium)
2019 - 2021
Erasmus Mundus Joint M.Sc. Big Data Management and Analytics
Supervised by Isabelle Guyon and Lisheng Sun-Hosoya
Vietnam National University, Hanoi, Vietnam
2013 - 2017
B.Sc. Computer Science, graduated with High Distinction
Supervised by Pham Ngoc Hung

Publications

Meta-learning from Learning Curves: Challenge Design and Baseline Results, 2022, International Joint Conference on Neural Networks 2022
Manh Hung Nguyen , Lisheng Sun-Hosoya , Nathan Grinsztajn , Isabelle Guyon
Meta-learning from Learning Curves Challenge: Lessons learned from the First Round and Design of the Second Round, 2022, Complex Feedback in Online Learning Workshop at ICML 2022 (Oral presentation)
Manh Hung Nguyen , Lisheng Sun-Hosoya , Nathan Grinsztajn , Isabelle Guyon
MetaREVEAL: RL-based Meta-learning from Learning Curves, 2021, Proceedings of the Workshop on Interactive Adaptive Learning co-located with ECML PKDD 2021
Manh Hung Nguyen , Nathan Grinsztajn , Isabelle Guyon , Lisheng Sun-Hosoya
A method of Automated User Interface Testing for Windows-based Applications, 2018, VNU Journal of Science: Computer Science and Communication Engineering
Duong Dinh Tran , Manh Hung Nguyen , Pham Ngoc Hung

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