Dmitry Bagaev

Dmitry Bagaev

Postdoctoral researcher

BIASlab, TU Eindhoven

My research interests lie in the intersection of computers science, machine learning and probabilistic programming. Currently I am a postdoc in the SPS group of Electrical Engineering department in Eindhoven University of Technology. I am a part of the AiM-TT project (https://aimtt.nl/) and working in collaboration with Delft University on applying Active Inference for traffic management problems in the Netherlands.

Additionally I am working on a high-performant implementation of message passing-based Bayesian inference package called RxInfer (https://rxinfer.com). RxInfer is a part of non-profit open-source organization on GitHub called ReactiveBayes (https://github.com/ReactiveBayes) that develops and maintains a suite of Julia packages for probabilistic programming and Bayesian inference with a focus on reactive and message-passing based inference algorithms. The project mainly focuses on Signal Processing, Scalable Bayesian inference and Active inference applications, but is also aimed to expand the scope of possible applications for message passing in general. Please contact me via email, if you are willing to collaborate or contribute.

Please also visit my personal website here https://bvdmitri.me to learn more about me and the projects I work(ed) on.

Interests
  • Bayesian Machine Learning
  • Active Inference
  • Software Engineering
  • System Architect
  • Probabilistic Programming
  • Open Source
Education
  • PhD in Machine Learning and Probabilistic Programming, 2023

    Eindhoven University of Technology

  • MSc in Mathematics and System Programming, 2019

    Lomonosov Moscow State University

  • BSc in Mathematics and System Programming, 2017

    Lomonosov Moscow State University

Latest Publications

Active Projects