Spectral Co-Distillation for Personalized Federated Learning

Spectral Co-Distillation for Personalized Federated Learning

29 January 2024

Tony Q. S. Quek

Kai Fong Ernest Chong

Papers citing "Spectral Co-Distillation for Personalized Federated Learning"

12 / 12 papers shown

Title
FedAli: Personalized Federated Learning with Aligned Prototypes through Optimal Transport Sannara Ek Kaile Wang François Portet P. Lalanda Jiannong Cao FedML 24 0 0 15 Nov 2024
Decentralized Personalized Federated Learning Salma Kharrat Marco Canini Samuel Horváth FedML 33 0 0 10 Jun 2024
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning Seongyoon Kim Minchan Jeong Sungnyun Kim Sungwoo Cho Sumyeong Ahn Se-Young Yun FedML 33 0 0 04 Jun 2024
FedSheafHN: Personalized Federated Learning on Graph-structured Data Wenfei Liang Yanan Zhao Rui She Yiming Li Wee Peng Tay FedML 38 0 0 25 May 2024
FedCache 2.0: Exploiting the Potential of Distilled Data in Knowledge Cache-driven Federated Learning Quyang Pan Sheng Sun Zhiyuan Wu Yuwei Wang Min Liu Bo Gao FedML 43 1 0 22 May 2024
Advances in Robust Federated Learning: A Survey with Heterogeneity Considerations Chuan Chen Tianchi Liao Xiaojun Deng Zihou Wu Sheng Huang Zibin Zheng FedML 36 2 0 16 May 2024
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data Zikai Xiao Zihan Chen Liyinglan Liu Yang Feng Jian Wu Wanlu Liu Joey Tianyi Zhou Howard H. Yang Zuo-Qiang Liu FedML 35 6 0 17 Jan 2024
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication Marco Bornstein Tahseen Rabbani Evana Wang Amrit Singh Bedi Furong Huang FedML 39 17 0 25 Oct 2022
Switchable Online Knowledge Distillation Biao Qian Yang Wang Hongzhi Yin Richang Hong Meng Wang 56 37 0 12 Sep 2022
A Field Guide to Federated Optimization Jianyu Wang Zachary B. Charles Zheng Xu Gauri Joshi H. B. McMahan ... Mi Zhang Tong Zhang Chunxiang Zheng Chen Zhu Wennan Zhu FedML 167 410 0 14 Jul 2021
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 180 832 0 01 Mar 2021
Adaptive Personalized Federated Learning Yuyang Deng Mohammad Mahdi Kamani M. Mahdavi FedML 183 535 0 30 Mar 2020