A Historical Trajectory Assisted Optimization Method for Zeroth-Order
Federated Learning

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A Historical Trajectory Assisted Optimization Method for Zeroth-Order Federated Learning

24 September 2024

Zibin Zheng

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Papers citing "A Historical Trajectory Assisted Optimization Method for Zeroth-Order Federated Learning"

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Title
FedZeN: Towards superlinear zeroth-order federated learning via incremental Hessian estimation A. Maritan S. Dey Luca Schenato FedML 75 6 0 29 Sep 2023
FedALA: Adaptive Local Aggregation for Personalized Federated Learning Jianqing Zhang Yang Hua Hao Wang Tao Song Zhengui Xue Ruhui Ma Haibing Guan FedML 87 229 0 02 Dec 2022
Generalizing Gaussian Smoothing for Random Search Katelyn Gao Ozan Sener 70 14 0 27 Nov 2022
Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients Hualin Zhang Huan Xiong Bin Gu 85 9 0 04 Oct 2022
FedPrompt: Communication-Efficient and Privacy Preserving Prompt Tuning in Federated Learning Haodong Zhao Wei Du Fang Li Peixuan Li Gongshen Liu FedML 48 72 0 25 Aug 2022
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning Wenzhi Fang Ziyi Yu Yuning Jiang Yuanming Shi Colin N. Jones Yong Zhou FedML 121 60 0 24 Jan 2022
Tackling System and Statistical Heterogeneity for Federated Learning with Adaptive Client Sampling Bing Luo Wenli Xiao Shiqiang Wang Jianwei Huang Leandros Tassiulas FedML 97 176 0 21 Dec 2021
Adaptive Sampling Quasi-Newton Methods for Zeroth-Order Stochastic Optimization Raghu Bollapragada Stefan M. Wild 70 12 0 24 Sep 2021
Adaptive Federated Optimization Sashank J. Reddi Zachary B. Charles Manzil Zaheer Zachary Garrett Keith Rush Jakub Konecný Sanjiv Kumar H. B. McMahan FedML 190 1,452 0 29 Feb 2020
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 289 8,928 0 25 Aug 2017
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 414 17,615 0 17 Feb 2016
Stochastic First- and Zeroth-order Methods for Nonconvex Stochastic Programming Saeed Ghadimi Guanghui Lan ODL 124 1,562 0 22 Sep 2013