Communication-Efficient Online Federated Learning Framework for
Nonlinear Regression

Communication-Efficient Online Federated Learning Framework for Nonlinear Regression

13 October 2021

Vinay Chakravarthi Gogineni

Papers citing "Communication-Efficient Online Federated Learning Framework for Nonlinear Regression"

11 / 11 papers shown

Title
Budgeted Online Model Selection and Fine-Tuning via Federated Learning P. M. Ghari Yanning Shen FedML 46 1 0 19 Jan 2024
Federated Online and Bandit Convex Optimization Kumar Kshitij Patel Lingxiao Wang Aadirupa Saha Nathan Srebro FedML 43 9 0 29 Nov 2023
Personalized Online Federated Learning with Multiple Kernels P. M. Ghari Yanning Shen 49 13 0 09 Nov 2023
FedJudge: Federated Legal Large Language Model Linan Yue Qi Liu Yichao Du Weibo Gao Ye Liu Fangzhou Yao ELM AILaw FedML 26 8 0 15 Sep 2023
Moreau Envelope ADMM for Decentralized Weakly Convex Optimization Reza Mirzaeifard Naveen K. D. Venkategowda A. Jung Stefan Werner 24 0 0 31 Aug 2023
Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often! Milad Sefidgaran Romain Chor A. Zaidi Yijun Wan FedML 32 6 0 09 Jun 2023
Asynchronous Online Federated Learning with Reduced Communication Requirements François Gauthier Vinay Chakravarthi Gogineni Stefan Werner Yih-Fang Huang A. Kuh 17 6 0 27 Mar 2023
Towards Fairer and More Efficient Federated Learning via Multidimensional Personalized Edge Models Yingchun Wang Jingcai Guo Jie Zhang Song Guo Weizhan Zhang Qinghua Zheng FedML 24 11 0 09 Feb 2023
Tighter Regret Analysis and Optimization of Online Federated Learning Dohyeok Kwon Jonghwan Park Songnam Hong 28 11 0 13 May 2022
Addressing modern and practical challenges in machine learning: A survey of online federated and transfer learning Shuang Dai Fanlin Meng FedML OnRL 37 21 0 07 Feb 2022
Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression François Gauthier Vinay Chakravarthi Gogineni Stefan Werner Yih-Fang Huang A. Kuh FedML 16 9 0 27 Nov 2021