Vasilis Tsouvalas

Vasilis Tsouvalas is a Researcher in the Department of Mathematics and Computer Science at Eindhoven University of Technology (TU/e), affiliated with the Interconnected Resource-aware Intelligent Systems research group. His work centers on advancing federated learning architectures with emphases on communication efficiency and privacy preservation.

His core research domains include:

• Federated Learning
• Data Privacy and Security
• Audio and Speech Recognition Systems
• Communication Cost Optimization
• Model Compression Techniques
• Distributed Machine Learning

Analysis of his recent publications reveals a strong trajectory in solving heterogeneity challenges in federated systems, with innovative approaches to functional encryption for unlearning compliance and vision model fine-tuning. His work consistently addresses real-world constraints like communication bottlenecks and edge device limitations while maintaining model accuracy.

Contact: v.tsouvalas@tue.nl

Dr. Tsouvalas has supervised 2 students according to institutional records, though specific names aren't publicly listed. His research is conducted within the Interconnected Resource-aware Intelligent Systems framework at TU/e, focusing on practical implementations for resource-constrained environments.