Ezzeldin, Yahya H.

1. FairFed: Enabling Group Fairness in Federated Learning
   2021/10/02 by Ezzeldin, Yahya H., Yan, Shen, He, Chaoyang +2 · 11 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models
   2023/08/12 by Sara Babakniya, Babakniya, Sara, Ahmed Roushdy Elkordy +11 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Topic Modeling
3. LOKI: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation
   2023/03/21 by Zhao, Joshua C., Sharma, Atul, Elkordy, Ahmed Roushdy +3 · 5 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. How Much Privacy Does Federated Learning with Secure Aggregation Guarantee?
   2022/08/03 by Ahmed Roushdy Elkordy, Elkordy, Ahmed Roushdy, Jiang Zhang +7 · 3 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
5. Polynomial-time Capacity Calculation and Scheduling for Half-Duplex\n 1-2-1 Networks
   2019/01/09 by Yahya H. Ezzeldin, Martina Cardone, Ezzeldin, Yahya H. +5 · 1 citation
   Computer Science · Engineering · #Cooperative Communication and Network Coding #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Information Theory (cs.IT)
6. Quantizing data for distributed learning
   2020/12/14 by Osama A. Hanna, Hanna, Osama A., Yahya H. Ezzeldin +5 · 1 citation
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Stochastic Gradient Optimization Techniques
7. Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning
   2023/09/03 by Yavuz Faruk Bakman, Duygu Nur Yaldiz, Bakman, Yavuz Faruk +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
8. A Reinforcement Learning Approach for Scheduling in mmWave Networks
   2021/08/01 by Dogan, Mine Gokce, Ezzeldin, Yahya H., Fragouli, Christina +1 · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)