Research output per year
Research output per year
Associate Professor
PL 68 (Pietari Kalmin katu 5)
00014
Finland
Research activity per year
My research is at the intersection of data management and machine learning (ML), including: optimization of ML pipelines (KBS2024, MAKE2022), ML model management and materialization (ICDE2021, EDBT2022), instance-optimal indexing (EDBT2024, AIDB@VLDB2022), graph processing (WSDM2023, VLDB2022), data summarization and model sketching (SDM2023, ICDE2022, CIKM2022, WWW2021, PODS2021). I'm also interested in developing computational techniques for other domains (DSA2025, WWW2022).
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 my diploma in engineering at the National Technical University of Athens (2006).
Distinguished reviewer award for SIGMOD 2024 and PVLDB vol. 16 (VLDB 2023); best paper award at the Web Conference (WWW) 2022; best paper award at the Discovery Science conference, 2020; best student paper award at the Web Search and Data Mining (WSDM) Conference, 2017; best student paper award at the Web Science (WebSci) Conference, 2017.
Senior Program Committee (SPC) member for the Web Search and Data Mining (WSDM) Conference, 2023-5; Program Committee (PC) member for SIGMOD 2024, EDBT 2024, PVLDB vol. 16 (VLDB 2023), ICDE 2023.
Member of the Steering Group for the Computer Science Master's Program (CSM) at the University of Helsinki.
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Conference article › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Tolonen, M. (Project manager), Mäkelä, E. (Principal Investigator), Mathioudakis, M. (Principal Investigator), Ginter, F. (Principal Investigator) & Babbar, R. (Principal Investigator)
Academy of Finland, Suomen Akatemia Projektilaskutus
01/01/2022 → 31/12/2024
Project: Research project
Mahadevan, A. (Participant) & Mathioudakis, M. (Project manager)
01/01/2020 → 31/12/2023
Project: University core funding
Mathioudakis, M. (Principal Investigator) & Kettunen, L. M. (Participant)
Media Industry Research Foundation
01/11/2019 → 31/08/2021
Project: Research project
Mathioudakis, M. (Project manager), Gionis, A. (Co-Principal Investigator), Mahadevan, A. (Participant), Merchant, A. (Participant) & Pai, S. G. (Participant)
Suomen Akatemia Projektilaskutus
01/09/2019 → 31/12/2023
Project: Research Council of Finland: Academy Project
Gómez, E. (Project manager), Mathioudakis, M. (Participant) & Castillo, C. (Participant)
21/12/2018 → 31/08/2019
Project: Research project
Mathioudakis, M. (Recipient), 29 Aug 2023
Prize: Prizes and awards
Fabbri, F. (Recipient), Wang, Y. (Recipient), Bonchi, F. (Recipient), Castillo, C. (Recipient) & Mathioudakis, M. (Recipient), 29 Apr 2022
Prize: Prizes and awards
Laine, R. (Recipient), Hyttinen, A. (Recipient) & Mathioudakis, M. (Recipient), 2020
Prize: Prizes and awards
Garimella, K. V. (Recipient), De Francisci Morales, G. (Recipient), Gionis, A. (Recipient) & Mathioudakis, M. (Recipient), 25 Jun 2017
Prize: Prizes and awards
Mathioudakis, M. (Reviewer)
Activity: Publication peer-review and editorial work types › Peer review of manuscripts
Mathioudakis, M. (Reviewer)
Activity: Publication peer-review and editorial work types › Peer review of manuscripts
Mathioudakis, M. (Member of editorial board)
Activity: Publication peer-review and editorial work types › Peer review of manuscripts
Mathioudakis, M. (Member of editorial board)
Activity: Publication peer-review and editorial work types › Peer review of manuscripts
Mathioudakis, M. (Reviewer)
Activity: Publication peer-review and editorial work types › Peer review of manuscripts
26/04/2018
1 item of Media coverage
Press/Media: Press / Media
24/04/2018
1 item of Media coverage
Press/Media: Press / Media
16/02/2017
2 items of Media coverage
Press/Media: Press / Media