Pires, Rafael

1. Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
   2023/10/03 by Martijn de Vos, de Vos, Martijn, Sadegh Farhadkhani +9 · 6 citations
   Engineering · Mathematics · Computer Science · #Advanced MIMO Systems Optimization #Statistical Methods and Inference #Distributed Sensor Networks and Detection Algorithms
2. Revisiting Ensembling in One-Shot Federated Learning
   2024/11/11 by Youssef Allouah, Allouah, Youssef, Akash Dhasade +13 · 5 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. Trust Management as a Service: Enabling Trusted Execution in the Face of Byzantine Stakeholders
   2020/03/31 by Gregor, Franz, Ozga, Wojciech, Vaucher, Sébastien +7 · 1 citation
   #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
4. Efficient Federated Search for Retrieval-Augmented Generation
   2025/02/26 by Guerraoui, Rachid, Kermarrec, Anne-Marie, Petrescu, Diana +3 · 1 citation
   #Distributed #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
5. Communication-Efficient Secure Aggregation in Decentralized Learning
   2024/05/13 by Sayan Biswas, Anne-Marie Kermarrec, Biswas, Sayan +7 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
6. Leveraging Approximate Caching for Faster Retrieval-Augmented Generation
   2025/03/07 by Bergman, Shai, Kermarrec, Anne-Marie, Petrescu, Diana +4 · 1 citation
   #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF)