Vasileios Tsouvalas

Federated Learning with Noisy Labels

N. Meratnia, T. Ozcelebi, Aaqib Saeed, 2022, ArXiv.

Federated Learning with Noisy Labels: Achieving Generalization in the Face of Label Noise

Vasileios Tsouvalas, 2022 .

Federated Self-training for Semi-supervised Audio Recognition

T. Ozcelebi, Aaqib Saeed, Vasileios Tsouvalas, 2021, ACM Trans. Embed. Comput. Syst..

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

N. Meratnia, T. Ozcelebi, Vasileios Tsouvalas, 2022, 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).

Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels

N. Meratnia, T. Ozcelebi, Aaqib Saeed, 2022, ACM Transactions on Intelligent Systems and Technology.

Federated Learning with Noisy Labels

N. Meratnia, T. Ozcelebi, Aaqib Saeed, 2022, ArXiv.

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

N. Meratnia, Vasileios Tsouvalas, Raeshak King Gandhi, 2023, 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).