cv
Basics
| Name | Ioannis Sarridis |
| Label | Deep Learning Researcher |
| gsarridis@iti.gr | |
| Url | gsarridis.github.io |
Work
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2021.06 - present Research Associate
MeVer, Information Technologies Institute, Centre for Research and Technology Hellas
Involved in four European-funded research projects and worked on AI fairness, face verification, AI at the edge, NSFW/Disturbing content detection, and development of Android apps integrating AI models.
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2018.11 - 2021.05 Research Associate
Computer Science Department, Aristotle University of Thessaloniki
Developed recommender systems utilizing multimedia information.
Education
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2022.11 - present Athens, Greece
PhD
Department of Informatics and Telematics, Harokopio University of Athens
Fairness Aware Machine Learning for Multimedia Data
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2018.10 - 2020.04 Thessaloniki, Greece
MSc
Computer Science Department, Aristotle University of Thessaloniki
Digital Media - Computational Intelligence
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2013.09 - 2018.07 Thessaloniki, Greece
Publications
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2024.10.01 FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations
IEEE Transactions on Pattern Analysis and Machine Intelligence
A methodology for learning fair representations by minimizing mutual information between the main features and a protected attribute, without the use of attribute labels.
Languages
| Greek | |
| Native speaker |
| English | |
| Fully professional (C2) |
Interests
| Deep Learning | |
| Computer Vision | |
| Fairness-Aware AI | |
| AI at the Edge | |
| Knowledge Distillation | |
| Face Recognition | |
| Generalization in AI Systems |