Huba, Dzmitry

1. Towards Federated Learning at Scale: System Design
   2019/02/04 by Keith Bonawitz, Hubert Eichner, Bonawitz, Keith +26 · 2 voices · 102 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Advanced Graph Neural Networks
2. Federated Learning with Buffered Asynchronous Aggregation
   2021/06/11 by John Nguyen, Kshitiz Malik, Nguyen, John +11 · 18 citations
   Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
3. Papaya: Practical, Private, and Scalable Federated Learning
   2021/11/08 by Huba, Dzmitry, Nguyen, John, Malik, Kshitiz +11 · 4 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
4. Confidential Federated Computations
   2024/04/16 by Eichner, Hubert, Ramage, Daniel, Bonawitz, Kallista +11 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. PAPAYA Federated Analytics Stack: Engineering Privacy, Scalability and Practicality
   2024/12/03 by Harish Srinivas, Srinivas, Harish, Graham Cormode +19 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data