Hubert Eichner
- Towards Federated Learning at Scale: System Design
2019/02/04 by Keith Bonawitz, Hubert Eichner, Bonawitz, Keith +26 · 2 voices · 96 citations
Computer Science · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Advanced Graph Neural Networks
- Advances and Open Problems in Federated Learning
2020/12/02 by Peter Kairouz, H. Brendan McMahan, Brendan Avent +56 · 189 citations
Computer Science · #Cryptography and Data Security #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
- A Field Guide to Federated Optimization
2021/07/14 by Jianyu Wang, Wang, Jianyu, Zachary Charles +103 · 15 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Federated Learning in Practice: Reflections and Projections
2024/10/11 by Katharine Daly, Daly, Katharine, Hubert Eichner +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data