Vasileios Tsouvalas

According to our database, Vasileios Tsouvalas authored at least 9 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation.

Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia

CoRR, 2024

2023

Federated Fine-Tuning of Foundation Models via Probabilistic Masking.

Vasileios Tsouvalas, Yuki Asano, Aaqib Saeed

CoRR, 2023

FedCode: Communication-Efficient Federated Learning via Transferring Codebooks.

Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia

CoRR, 2023

Plug-and-Play Multilingual Few-shot Spoken Words Recognition.

Aaqib Saeed, Vasileios Tsouvalas

CoRR, 2023

On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition.

Raeshak King Gandhi, Vasileios Tsouvalas, Nirvana Meratnia

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

2022

Federated Self-training for Semi-supervised Audio Recognition.

Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi

ACM Trans. Embed. Comput. Syst., November, 2022

Federated Learning with Noisy Labels.

Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia

CoRR, 2022

Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning.

Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Federated Self-Training for Data-Efficient Audio Recognition.

Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi

Proceedings of the IEEE International Conference on Acoustics, 2022