Awesome Federated Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Nirvana Meratnia — most-cited papers & profile · Federated Learning
← authors
·
overview
Nirvana Meratnia
6
papers ·
38
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning
2022 · 36 citations
Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels
2022 · 2 citations
Fine-tuning Multimodal Transformers on Edge: A Parallel Split Learning Approach
2025
Many-Task Federated Fine-Tuning via Unified Task Vectors
2025
FedCode: Communication-Efficient Federated Learning via Transferring Codebooks
2023
EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters
2024
Top co-authors
Vasileios Tsouvalas
· 6
Tanir Ozcelebi
· 5
Aaqib Saeed
· 1
Ali Balador
· 1
Francesco Flammini
· 1
Saeed Khalilian
· 1
Samaneh Mohammadi
· 1
Timo Fudala
· 1
Topics
Federated Learning
Privacy
Communication
Encryption