Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation

Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation

10 October 2024

Abdulmomen Ghalkha

Chaouki Ben Issaid

Mehdi Bennis

Papers citing "Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation"

9 / 9 papers shown

Title
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm Ahmed Elbakary Chaouki Ben Issaid Mohammad Shehab Karim G. Seddik Tamer A. ElBatt Mehdi Bennis 77 4 0 10 Jun 2024
Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training Hong Liu Zhiyuan Li David Leo Wright Hall Percy Liang Tengyu Ma VLM 77 144 0 23 May 2023
LP-BFGS attack: An adversarial attack based on the Hessian with limited pixels Jiebao Zhang Wenhua Qian Ren-qi Nie Jinde Cao Dan Xu AAML 41 6 0 26 Oct 2022
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning Anis Elgabli Chaouki Ben Issaid Amrit Singh Bedi K. Rajawat M. Bennis Vaneet Aggarwal FedML 41 32 0 17 Jun 2022
DONE: Distributed Approximate Newton-type Method for Federated Edge Learning Canh T. Dinh N. H. Tran Tuan Dung Nguyen Wei Bao A. R. Balef B. Zhou Albert Y. Zomaya FedML 48 16 0 10 Dec 2020
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 234 6,252 0 10 Dec 2019
Federated Optimization in Heterogeneous Networks Tian Li Anit Kumar Sahu Manzil Zaheer Maziar Sanjabi Ameet Talwalkar Virginia Smith FedML 180 5,176 0 14 Dec 2018
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 397 17,468 0 17 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015