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Bert de Vries

Professor, TU Eindhoven

Curriculum vitae
Personal website

Interests

  • Bayesian Machine Learning
  • Signal Processing
  • Biomedical Applications

Education

  • PhD in Electrical Engineering, 1991

    University of Florida

Projects

  • Simulating Football Players’ Decision-Making Process
  • ForneyLab: a Julia Toolbox for Factor Graph-Based Probabilistic Programming
  • A Probabilistic Modeling Approach to In-situ Trainable Gesture Recognition
  • Bayesian Pure-tone Audiometry
  • Probabilistic Hearing Loss Compensation

Biography

Bert de Vries received MSc (1986) and PhD (1991) degrees in Electrical Engineering from Eindhoven University of Technology (TU/e) and the University of Florida, respectively. From 1992 until 1999 he worked at Sarnoff Research Center in Princeton (NJ), where he contributed to research projects over a wide range of signal and image processing topics such as word spotting, financial market prediction, and breast cancer detection from mammograms. Since April 1999 he has been employed in the hearing aids industry (currently at GN Hearing), both in research and managerial roles. Since January 2012 he is also a full professor at the Signal Processing Systems Group at TU/e, where he teaches a course on Bayesian machine learning to graduate electrical engineering students. At TU/e he directs the BIASlab research team of graduate students with whom he conducts research on transferring a Bayesian brain theory (the Free Energy Principle) to practical engineering.

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