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Denız Gündüz — most-cited papers & profile · Federated Learning
← authors
·
overview
Denız Gündüz
11
papers ·
81
citations ·
65
h-index
Imperial College London
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Privacy Against Inference Attacks in Vertical Federated Learning
2022 · 2 citations
Privacy Amplification via Random Participation in Federated Learning
2022 · 1 citations
BICompFL: Stochastic Federated Learning with Bi-Directional Compression
2025
FedADC: Accelerated Federated Learning with Drift Control
2020
Time-Correlated Sparsification for Communication-Efficient Federated Learning
2021
Byzantines can also Learn from History: Fall of Centered Clipping in Federated Learning
2022
Top co-authors
Emre Özfatura
· 3
Kerem Özfatura
· 3
Alptekın Küpçü
· 1
Antonia Wachter-Zeh
· 1
Borzoo Rassouli
· 1
Burak Hasırcıoglu
· 1
Maximilian Egger
· 1
Morteza Varasteh
· 1
Nir Weinberger
· 1
Rawad Bitar
· 1
Topics
Federated Learning
Privacy
Communication
Optimization
Data Heterogeneity
Security