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Ioannis Mavromatis — most-cited papers & profile · Federated Learning
← authors
·
overview
Ioannis Mavromatis
11
papers ·
6
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Federated Deep Learning for Intrusion Detection in IoT Networks
2023 · 2 citations
FLAME: Adaptive and Reactive Concept Drift Mitigation for Federated Learning Deployments
2024 · 1 citations
Adapting MLOps for Diverse In-Network Intelligence in 6G Era: Challenges and Solutions
2024 · 1 citations
A Federated Learning-enabled Smart Street Light Monitoring Application: Benefits and Future Challenges
2022
FLARE: Detection and Mitigation of Concept Drift for Federated Learning based IoT Deployments
2023
Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed
2024
Mitigating System Bias in Resource Constrained Asynchronous Federated Learning Systems
2024
FedMap: Iterative Magnitude-Based Pruning for Communication-Efficient Federated Learning
2024
Top co-authors
Aftab Khan
· 4
Peizheng Li
· 3
Pietro Carnelli
· 3
Aftab Aslam Parwaz Khan
· 2
Aftab Khan
· 2
Adnan Aijaz
· 1
Alexander Herzog
· 1
Diya Anand
· 1
Eirini Anthi
· 1
Jikun Gao
· 1
Othmane Belarbi
· 1
Robbie Southam
· 1
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