Find Your Friends: Personalized Federated Learning with the Right Collaborators

12 October 2022

Papers citing "Find Your Friends: Personalized Federated Learning with the Right Collaborators"

9 / 9 papers shown

Title
Smart Sampling: Helping from Friendly Neighbors for Decentralized Federated Learning Lin Wang Yang Chen Yongxin Guo Xiaoying Tang FedML 41 0 0 05 Jul 2024
Decentralized Directed Collaboration for Personalized Federated Learning Yingqi Liu Yifan Shi Qinglun Li Baoyuan Wu Xueqian Wang Li Shen FedML 51 3 0 28 May 2024
Personalized Collaborative Fine-Tuning for On-Device Large Language Models Nicolas Wagner Dongyang Fan Martin Jaggi 37 3 0 15 Apr 2024
Resource-constrained knowledge diffusion processes inspired by human peer learning Ehsan Beikihassan Amy K. Hoover Ioannis Koutis Alipanah Parviz Niloofar Aghaieabiane 32 0 0 01 Dec 2023
Efficient Cluster Selection for Personalized Federated Learning: A Multi-Armed Bandit Approach Zhou Ni Morteza Hashemi FedML 23 1 0 29 Oct 2023
Collaborative Learning via Prediction Consensus Dongyang Fan Celestine Mendler-Dünner Martin Jaggi FedML 20 7 0 29 May 2023
Efficient Node Selection in Private Personalized Decentralized Learning Edvin Listo Zec Johan Ostman Olof Mogren D. Gillblad 11 1 0 30 Jan 2023
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 183 840 0 01 Mar 2021
Survey of Personalization Techniques for Federated Learning V. Kulkarni Milind Kulkarni Aniruddha Pant FedML 168 324 0 19 Mar 2020