menu
techminis

A naukri.com initiative

google-web-stories
Home

>

ML News

>

UFGraphFR:...
source image

Arxiv

3d

read

373

img
dot

Image Credit: Arxiv

UFGraphFR: Graph Federation Recommendation System based on User Text description features

  • Federated recommendation systems aim to balance user privacy and recommendation accuracy by utilizing distributed collaborative learning.
  • Existing federated recommendation methods often overlook user relationships, limiting recommendation effectiveness.
  • UFGraphFR proposes a personalized federated recommendation framework that constructs a user graph based on clients' local text features.
  • Experimental results show UFGraphFR achieves comparable recommendation accuracy to centralized approaches while maintaining user privacy.

Read Full Article

like

22 Likes

For uninterrupted reading, download the app