| Privacy-preserving speech emotion recognition through semi-supervised federated learning V Tsouvalas, T Ozcelebi, N Meratnia 2022 IEEE International Conference on Pervasive Computing and Communications …, 2022 | 32 | 2022 |
| Federated self-training for semi-supervised audio recognition V Tsouvalas, A Saeed, T Ozcelebi ACM Transactions on Embedded Computing Systems 21 (6), 1-26, 2022 | 14 | 2022 |
| Federated learning with noisy labels V Tsouvalas, A Saeed, T Ozcelebi, N Meratnia arXiv preprint arXiv:2208.09378, 2022 | 9 | 2022 |
| Labeling chaos to learning harmony: Federated learning with noisy labels V Tsouvalas, A Saeed, T Ozcelebi, N Meratnia ACM Transactions on Intelligent Systems and Technology 15 (2), 1-26, 2024 | 6 | 2024 |
| Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation V Tsouvalas, A Saeed, T Ozcelebi, N Meratnia ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 3 | 2024 |
| Federated learning with noisy labels: Achieving generalization in the face of label noise V Tsouvalas, A Saeed, T Özçelebi, N Meratnia First Workshop on Interpolation Regularizers and Beyond at NeurIPS 2022, 2022 | 3 | 2022 |
| Federated self-training for data-efficient audio recognition V Tsouvalas, A Saeed, T Ozcelebi ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 3 | 2022 |
| Federated Fine-Tuning of Foundation Models via Probabilistic Masking V Tsouvalas, Y Asano, A Saeed arXiv preprint arXiv:2311.17299, 2023 | 2 | 2023 |
| FedCode: Communication-Efficient Federated Learning via Transferring Codebooks S Khalilian, V Tsouvalas, T Ozcelebi, N Meratnia 2024 IEEE International Conference on Edge Computing and Communications …, 2024 | 1 | 2024 |
| Federated Fine-Tuning of Vision Foundation Models via Probabilistic Masking V Tsouvalas, YM Asano, A Saeed ICML 2024 Workshop on Foundation Models in the Wild, 2024 | 1 | 2024 |
| EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters V Tsouvalas, S Mohammadi, A Balador, T Ozcelebi, F Flammini, ... arXiv preprint arXiv:2406.09152, 2024 | | 2024 |
| Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation V Tsouvalas Aaqib Saeed, T Ozcelebi, N Meratnia arXiv e-prints, arXiv: 2401.14211, 2024 | | 2024 |
| Plug-and-Play Multilingual Few-shot Spoken Words Recognition A Saeed, V Tsouvalas arXiv preprint arXiv:2305.03058, 2023 | | 2023 |
| On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition RK Gandhi, V Tsouvalas, N Meratnia 2023 IEEE International Conference on Pervasive Computing and Communications …, 2023 | | 2023 |
| EncCluster: Bringing Functional Encryption in Federated Foundational Models V Tsouvalas, S Mohammadi, A Balador, T Özçelebi, F Flammini, ... International Workshop on Federated Foundation Models in Conjunction with …, 0 | | |
| On-device unlabeled audio utilization for improved recognition rate of federated audio models V Tsouvalas | | |
