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Hoang Minh Huu Nguyen

PhD candidate, TU Eindhoven

Interests

  • Differentiable Programming for Speech and Audio Processing
  • Bayesian Machine Learning
  • Signal Processing

Education

  • MSc in Electrical Engineering, 2021

    Eindhoven University of Technology

  • BSc in Electrical Engineering, 2018

    Vietnam National University HCMC-International University

Biography

Hoang Minh Huu Nguyen is a PhD candidate in the SPS group of the Electrical Engineering department at the Eindhoven University of Technology. His research focuses on developing usable synthetic active inference agents through the development of scalable real-time Bayesian inference..

Publications

Gaussian Process Amplitude Demodulation by Message-Passing

Hoang Minh Huu Nguyen, Ismail Senoz, Bert de Vries
MLSP 2023
September, 2023
Details PDF Code

Efficient Model Evidence Computation in Tree-structured Factor Graphs

Hoang Minh Huu Nguyen, Bart van Erp, Ismail Senoz, Bert de Vries
SiPS 2022
November, 2022
Details PDF Code IEEE

Gaussian Process-based Amortization of Variational Message Passing Update Rules

Hoang Minh Huu Nguyen, Semih Akbayrak, Magnus Tønder Koudahl, Bert de Vries
EUSIPCO 2022
September, 2022
Details PDF Code IEEE EURASIP

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