A Payload Optimization Method for Federated Recommender Systems

27 July 2021

Papers citing "A Payload Optimization Method for Federated Recommender Systems"

8 / 8 papers shown

Title
Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training Ngoc-Hieu Nguyen Tuan Nguyen Tuan Nguyen Vu Tien Hoang Dung D. Le Kok-Seng Wong FedML 20 6 0 08 Jan 2024
Federated Online and Bandit Convex Optimization Kumar Kshitij Patel Lingxiao Wang Aadirupa Saha Nathan Srebro FedML 43 9 0 29 Nov 2023
Dual Personalization on Federated Recommendation Chunxu Zhang Guodong Long Tianyi Zhou Peng Yan Zijian Zhang Chengqi Zhang Bo Yang FedML 18 29 0 16 Jan 2023
A Survey on Federated Recommendation Systems Zehua Sun Yonghui Xu Y. Liu Weiliang He Lanju Kong Fangzhao Wu Y. Jiang Li-zhen Cui FedML 24 60 0 27 Dec 2022
FedGRec: Federated Graph Recommender System with Lazy Update of Latent Embeddings Junyi Li Heng-Chiao Huang FedML 24 6 0 25 Oct 2022
LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization Honglei Zhang Fangyuan Luo Jun Wu Xiangnan He Yidong Li 16 76 0 23 Jun 2022
FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation M. Eren Luke E. Richards Manish Bhattarai Roberto Yus Charles K. Nicholas Boian S. Alexandrov FedML 16 9 0 04 May 2022
Federated Bayesian Optimization via Thompson Sampling Zhongxiang Dai K. H. Low Patrick Jaillet FedML 86 109 0 20 Oct 2020