Performative Recommendation: Diversifying Content via Strategic Incentives

8 February 2023

Papers citing "Performative Recommendation: Diversifying Content via Strategic Incentives"

9 / 9 papers shown

Title
Machine Learning Should Maximize Welfare, Not (Only) Accuracy Nir Rosenfeld Haifeng Xu HAI FaML 71 1 0 17 Feb 2025
Performative Prediction on Games and Mechanism Design António Góis Mehrnaz Mofakhami Fernando P. Santos Simon Lacoste-Julien Gauthier Gidel 26 0 0 09 Aug 2024
Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems Zhichen Xiang Hongke Zhao Chuang Zhao Ming He Jianping Fan 19 1 0 25 Jun 2024
Accounting for AI and Users Shaping One Another: The Role of Mathematical Models Sarah Dean Evan Dong Meena Jagadeesan Liu Leqi 35 6 0 18 Apr 2024
Incentivizing High-Quality Content in Online Recommender Systems Xinyan Hu Meena Jagadeesan Michael I. Jordan Jacob Steinhard 25 10 0 13 Jun 2023
Information Discrepancy in Strategic Learning Yahav Bechavod Chara Podimata Zhiwei Steven Wu Juba Ziani 28 45 0 01 Mar 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 71 93 0 17 Feb 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent Zachary Izzo Lexing Ying James Y. Zou 79 72 0 15 Feb 2021
How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility A. Chaney Brandon M Stewart Barbara E. Engelhardt CML 161 312 0 30 Oct 2017