Michael Mathioudakis

Associate Professor

  • PL 68 (Pietari Kalmin katu 5)




Research activity per year

If you made any changes in Pure these will be visible here soon.

Personal profile

Research interests

My research is at the intersection of data management and machine learning (ML), including: optimization of ML pipelines (MAKE2022), ML model management and materialization (ICDE2021, EDBT2022), instance-optimal indexing (AIDB@VLDB2022), graph processing (WSDM2023, VLDB2022, Entropy2022), data summarization and model sketching (ICDE2022, CIKM2022, WWW2021, PODS2021). I'm also interested in developing computational techniques for other domains (HPC-HD project, WWW2022).

Curriculum vitae

Before Helsinki, I taught at INSA Lyon for one semester (2017) and spent four years (2013-2017) as a postdoctoral researcher at Aalto University. I completed my doctoral studies at the University of Toronto (2013) and diploma of engineering at the National Technical University of Athens (2006).

Fields of Science

  • 113 Computer and information sciences
  • Data Science
  • Data processing and analysis
  • Data management
  • Model management
  • Graphs

International and National Collaboration

Publications and projects within past five years.