Rizk, Elsa

1. Federated Learning under Importance Sampling
   2020/12/14 by Elsa Rizk, Stefan Vlaski, Rizk, Elsa +3 · 4 citations
   Computer Science · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. Optimal Importance Sampling for Federated Learning
   2020/10/26 by Rizk, Elsa, Vlaski, Stefan, Sayed, Ali H. · 2 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
3. A Graph Federated Architecture with Privacy Preserving Learning
   2021/04/26 by Rizk, Elsa, Sayed, Ali H. · 2 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Dynamic Federated Learning
   2020/02/20 by Rizk, Elsa, Vlaski, Stefan, Sayed, Ali H. · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Enforcing Privacy in Distributed Learning with Performance Guarantees
   2023/01/16 by Rizk, Elsa, Vlaski, Stefan, Sayed, Ali H. · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
6. Decentralized Adversarial Training over Graphs
   2023/03/23 by Ying Cao, Cao, Ying, Elsa Rizk +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning