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Manh Hung NGUYEN
M.Sc. in Big Data Management and Analytics, Université Paris-Saclay
hungnm.vnu@gmail.com

I hold a Master’s degree in Big Data Management and Analytics (BDMA). BDMA is an Erasmus Mundus Joint Master Degree Programme delivered by several universities in EU. I am an EMJM full-ride scholarship holder (25 students received out of almost 700 applications). I was a Research Intern at INRIA under the supervisions of Prof. Isabelle Guyon and Dr. Lisheng Sun-Hosoya. I obtained my Bachelor’s degree with High Distinction at Vietnam National University. My Bachelor’s thesis was supervised by Assoc. Prof. Pham Ngoc Hung.

Interests

  • Automated Machine Learning
  • Meta-Learning
  • Reinforcement Learning

Academia

Université Paris-Saclay (France), Universitat Politècnica de Catalunya (Spain), Université Libre de Bruxelles (Belgium)
2019 - 2021
Erasmus Mundus Joint M.Sc. Big Data Management and Analytics
Supervised by Prof. Isabelle Guyon and Dr. Lisheng Sun-Hosoya
Vietnam National University, Hanoi, Vietnam
2013 - 2017
B.Sc. Computer Science, graduated with High Distinction
Supervised by Assoc. Prof. Pham Ngoc Hung

News

Publications

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

Projects

MetaREVEAL: RL-based Meta-learning from Learning Curves
Distributed Graph Partitioning using Clustering Coefficient
Double Deep Q Network (Double DQN) agent playing Super Mario Bros
Tobacco Consumption Analysis
Covid19 Online Simulation using AWS Lambda
RL Agents playing Battleship game
Kaggle Competition: Covid19 Global Forecasting
Publications Graph Modeling
UK Traffic Accidents Analysis