Beutel, Daniel J.
- Flower: A Friendly Federated Learning Research Framework
2020/07/28 by Daniel J. Beutel, Beutel, Daniel J., Taner Topal +19 · 1 voice · 93 citations
Computer Science · Mathematics · #Internet Traffic Analysis and Secure E-voting #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #cs.CV #cs.LG #stat.ML
- Can Federated Learning Save The Planet?
2020/10/13 by Xinchi Qiu, Qiu, Xinchi, Titouan Parcollet +9 · 4 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
- End-to-End Speech Recognition from Federated Acoustic Models
2021/04/29 by Gao, Yan, Parcollet, Titouan, Zaiem, Salah +4 · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Secure Aggregation for Federated Learning in Flower
2022/05/12 by Kwing Hei Li, Pedro Porto Buarque de Gusmão, Li, Kwing Hei +5 · 2 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Supercharging Federated Learning with Flower and NVIDIA FLARE
2024/05/21 by Holger R. Roth, Roth, Holger R., Daniel J. Beutel +27 · 1 citation
Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Software Engineering (cs.SE) #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)