Evangelos Michelioudakis

Evangelos Michelioudakis

Data Scientist

Pollfish, Inc

whoami

A Data Scientist at Pollfish, researching and developing end-to-end AI/ML services. I am also deeply interested in the theoretical aspects of AI/ML, optimization techniques, mathematical logic, and programming languages.

I hold a Ph.D. in Machine Learning from the National and Kapodistrian University of Athens in collaboration with the National Center for Scientific Research “Demokritos”. My primary research focus was on advancing techniques for scalable semi-supervised learning of relational patterns tailored to event recognition applications. Throughout my doctoral studies, I actively contributed to several international research projects as a member of the CER Group, working under the guidance of Dr. Georgios Paliouras and Dr. Alexander Artikis.

I joined the CER Group in 2014 where I completed my master thesis “Online Structure Learning for Markov Logic Networks using Background Knowledge Axiomatization”, focusing on the development of structure learning methods for Markov Logic Networks. Prior to my master studies, I received a Diploma from the School of Electronics and Computer Engineering at the Technical University of Crete, where I have been working in the Kouretes RoboCup team, under the mentorship of Prof. Michail G. Lagoudakis.

Interests
  • Neural-Symbolic Learning
  • Graph Neural Networks
  • Statistical Relational Learning
  • Online/Continual Learning
Education
  • Ph.D. in Machine Learning, 2023

    National and Kapodistrian University of Athens

  • M.Sc. in Computer Engineering, 2016

    Technical University of Crete

  • Diploma in Computer Engineering, 2014

    Technical University of Crete

Software

ETS
Early time-series classification algorithms useful for benchmarking.
LoMRF
Logical Markov Random Fields.
PRML
PRML book notes, proofs and algorithms implemented in Python.
ETS
Early time-series classification algorithms useful for benchmarking.
ScalaTIKZ
A Scala library for publication quality PGF/TIKZ vector graphics.
Poetry Docker Plugin
A Poetry plugin for docker images.