Vasileios Tsouvalas

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Active Learning

Speech Emotion Recognition

Inductive Inference

Top Venues

PerCom Workshops

ACM Trans. Embed. Comput. Syst.

Publications

Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation. ICASSP (2024)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation. CoRR (2024)
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 (2024)
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) (2024)
Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
FedCode: Communication-Efficient Federated Learning via Transferring Codebooks. CoRR (2023)
Raeshak King Gandhi, Vasileios Tsouvalas, Nirvana Meratnia
On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition. PerCom Workshops (2023)
Vasileios Tsouvalas, Yuki Asano, Aaqib Saeed
Federated Fine-Tuning of Foundation Models via Probabilistic Masking. CoRR (2023)
Aaqib Saeed, Vasileios Tsouvalas
Plug-and-Play Multilingual Few-shot Spoken Words Recognition. CoRR (2023)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
Federated Self-Training for Data-Efficient Audio Recognition. ICASSP (2022)
Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning. PerCom Workshops (2022)
Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning. CoRR (2022)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
Federated Learning with Noisy Labels. CoRR (2022)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
Federated Self-training for Semi-supervised Audio Recognition. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
Federated Self-Training for Semi-Supervised Audio Recognition. CoRR (2021)