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Kerem Ozfatura
Kerem Ozfatura
KUIS AI Center - Koç University
Dirección de correo verificada de ku.edu.tr
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Time-correlated sparsification for communication-efficient federated learning
E Ozfatura, K Ozfatura, D Gündüz
2021 IEEE International Symposium on Information Theory (ISIT), 461-466, 2021
682021
Fedadc: Accelerated federated learning with drift control
E Ozfatura, K Ozfatura, D Gündüz
2021 IEEE International Symposium on Information Theory (ISIT), 467-472, 2021
472021
Byzantines can also learn from history: Fall of centered clipping in federated learning
K Özfatura, E Özfatura, A Küpçü, D Gunduz
IEEE Transactions on Information Forensics and Security 19, 2010-2022, 2023
112023
Federated spatial reuse optimization in next-generation Decentralized IEEE 802.11 WLANs
F Wilhelmi, J Hribar, SF Yilmaz, E Ozfatura, K Ozfatura, O Yildiz, ...
arXiv preprint arXiv:2203.10472, 2022
92022
Distributed sparse SGD with majority voting
K Ozfatura, E Ozfatura, D Gunduz
arXiv preprint arXiv:2011.06495, 2020
42020
Less is More: Feature Selection for Adversarial Robustness with Compressive Counter-Adversarial Attacks
E Ozfatura, MZ Hameed, K Ozfatura, D Gunduz
arXiv preprint arXiv:2106.10252, 2021
12021
Aggressive or Imperceptible, or Both: Network Pruning Assisted Hybrid Byzantines in Federated Learning
E Ozfatura, K Ozfatura, A Kupcu, D Gunduz
arXiv preprint arXiv:2404.06230, 2024
2024
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