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ORCIDVasileios Tsouvalas
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2020 – today
- 2024
[j2]Vasileios Tsouvalas
, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia:
Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels. ACM Trans. Intell. Syst. Technol. 15(2): 22:1-22:26 (2024)- [c5]Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia:
FedCode: Communication-Efficient Federated Learning via Transferring Codebooks. EDGE 2024: 99-109 - [c4]Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia:
Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation. ICASSP 2024: 5805-5809 - [i8]Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia:
Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation. CoRR abs/2401.14211 (2024) - [i7]Vasileios Tsouvalas, Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia:
EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters. CoRR abs/2406.09152 (2024) - 2023
- [c3]Raeshak King Gandhi, Vasileios Tsouvalas, Nirvana Meratnia:
On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition. PerCom Workshops 2023: 421-426 - [i6]Aaqib Saeed, Vasileios Tsouvalas:
Plug-and-Play Multilingual Few-shot Spoken Words Recognition. CoRR abs/2305.03058 (2023) - [i5]Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia:
FedCode: Communication-Efficient Federated Learning via Transferring Codebooks. CoRR abs/2311.09270 (2023) - [i4]Vasileios Tsouvalas, Yuki Asano, Aaqib Saeed:
Federated Fine-Tuning of Foundation Models via Probabilistic Masking. CoRR abs/2311.17299 (2023) - 2022
- [j1]Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi:
Federated Self-training for Semi-supervised Audio Recognition. ACM Trans. Embed. Comput. Syst. 21(6): 74:1-74:26 (2022) - [c2]Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi:
Federated Self-Training for Data-Efficient Audio Recognition. ICASSP 2022: 476-480 - [c1]Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia:
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning. PerCom Workshops 2022: 359-364 - [i3]Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia:
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning. CoRR abs/2202.02611 (2022) - [i2]Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia:
Federated Learning with Noisy Labels. CoRR abs/2208.09378 (2022) - 2021
- [i1]Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi:
Federated Self-Training for Semi-Supervised Audio Recognition. CoRR abs/2107.06877 (2021)
Coauthor Index
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