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

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

25 June 2024
Zhichen Xiang
Hongke Zhao
Chuang Zhao
Ming He
Jianping Fan
ArXivPDFHTML

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

3 / 3 papers shown
Title
Data Feedback Loops: Model-driven Amplification of Dataset Biases
Data Feedback Loops: Model-driven Amplification of Dataset Biases
Rohan Taori
Tatsunori B. Hashimoto
74
43
0
08 Sep 2022
How Algorithmic Confounding in Recommendation Systems Increases
  Homogeneity and Decreases Utility
How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility
A. Chaney
Brandon M Stewart
Barbara E. Engelhardt
CML
169
313
0
30 Oct 2017
Categorical Reparameterization with Gumbel-Softmax
Categorical Reparameterization with Gumbel-Softmax
Eric Jang
S. Gu
Ben Poole
BDL
87
5,284
0
03 Nov 2016
1