Stay or Stray - A Dynamical Systems Viewpoint of Popularity Bias

Sarvesh Shashidhar, Lankireddy Prabhat, Arpit Agarwal +3

Popularity bias in recommendation systems arises when a majority user class generates disproportionate interaction data, causing the system to increasingly favour it while degradin…