Federated Recommender Systems
联邦推荐系统
IJCAI 2020 Tutorial for Federated Recommender Systems
July 11-13, 2020
《联邦推荐算法及其应用》课程 (an one-hour introductory course, in Chinese)
主要介绍了联邦推荐系统背景、联邦推荐系统分类以及现有工作、联邦推荐算法实现和联邦推荐在新闻推荐的应用
Federated Recommendation library based on FATE
FedRec library aims to address recommondation problems such as rating prediction and item ranking under federated learning senario. It includes implementation of a number of popular recommondation algorithms based on FATE library. Such as federated fm, federated mf, federated svd etc.
Federated Recommendation Systems based on FedRec
A Federated Recommender System for Online Services. In Fourteenth ACM Conference on Recommender Systems (RecSys ’20), Virtual Event, Brazil, September 21–26, 2020 (video)
References on Federated Recommender Systems