Coded Federated Learning

Coded Federated Learning

21 February 2020

Papers citing "Coded Federated Learning"

11 / 11 papers shown

Title
Securely Aggregated Coded Matrix Inversion Neophytos Charalambides Mert Pilanci Alfred Hero FedML 21 3 0 09 Jan 2023
Computational Code-Based Privacy in Coded Federated Learning M. Xhemrishi Alexandre Graell i Amat E. Rosnes Antonia Wachter-Zeh FedML 38 4 0 28 Feb 2022
Parallel Successive Learning for Dynamic Distributed Model Training over Heterogeneous Wireless Networks Seyyedali Hosseinalipour Su Wang Nicolò Michelusi Vaneet Aggarwal Christopher G. Brinton David J. Love M. Chiang 25 27 0 07 Feb 2022
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees Yuchang Sun Jiawei Shao Songze Li Yuyi Mao Jun Zhang FedML 23 17 0 25 Jan 2022
A Multi-agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning Shanghang Zhang Jieyu Lin Qi Zhang 37 63 0 09 Jan 2022
Dynamic Network-Assisted D2D-Aided Coded Distributed Learning Nikita Zeulin O. Galinina N. Himayat Sergey D. Andreev R. Heath 27 5 0 26 Nov 2021
FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning Di Wu R. Ullah P. Harvey Peter Kilpatrick I. Spence Blesson Varghese 42 79 0 09 Jul 2021
Timely Communication in Federated Learning Baturalp Buyukates S. Ulukus FedML 40 39 0 31 Dec 2020
Coded Computing for Low-Latency Federated Learning over Wireless Edge Networks Saurav Prakash S. Dhakal M. Akdeniz Yair Yona S. Talwar Salman Avestimehr N. Himayat FedML 35 92 0 12 Nov 2020
Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data Sohei Itahara Takayuki Nishio Yusuke Koda M. Morikura Koji Yamamoto FedML 25 251 0 14 Aug 2020
Multi-Stage Hybrid Federated Learning over Large-Scale D2D-Enabled Fog Networks Seyyedali Hosseinalipour Sheikh Shams Azam Christopher G. Brinton Nicolò Michelusi Vaneet Aggarwal David J. Love H. Dai 29 91 0 18 Jul 2020