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Martin Gjoreski — most-cited papers & profile · Federated Learning
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Martin Gjoreski
6
papers ·
3
citations
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Most-cited papers
A Survey on Federated Learning in Human Sensing
2025 · 2 citations
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning
2024 · 1 citations
Federated Concept-Based Models: Interpretable models with distributed supervision
2026
Federated Learning with Profile Mapping under Distribution Shifts and Drifts
2026
ERIS: Enhancing Privacy and Scalability in Federated Learning via Federated Shard Aggregation
2026
FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts
2025
Top co-authors
Dario Fenoglio
· 5
Marc Langheinrich
· 5
Pietro Barbiero
· 4
Gabriele Dominici
· 2
Nicholas D. Lane
· 2
Akash Dhasade
· 1
Alberto Tonda
· 1
Arianna Casanova
· 1
Francesco De Santis
· 1
Ga\v{s}per Slapni\v{c}ar
· 1
Giovanni De Felice
· 1
Jacopo Quizi
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Communication
Adversarial Attacks