Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems

Zhichen Xiang, Hongke Zhao, Chuang Zhao +2

Data bias, e.g., popularity impairs the dynamics of two-sided markets within recommender systems. This overshadows the less visible but potentially intriguing long-tail items that…