Optimizing Long-term Social Welfare in Recommender Systems: A
Constrained Matching Approach

Optimizing Long-term Social Welfare in Recommender Systems: A Constrained Matching Approach

31 July 2020

Martin Mladenov

Craig Boutilier

Papers citing "Optimizing Long-term Social Welfare in Recommender Systems: A Constrained Matching Approach"

11 / 11 papers shown

Title
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists Joachim Baumann Celestine Mendler-Dünner 89 3 0 17 Jan 2025
The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents Omer Madmon Idan Pipano Itamar Reinman Moshe Tennenholtz 65 3 0 03 Jan 2025
How to Strategize Human Content Creation in the Era of GenAI? Seyed A. Esmaeili Kshipra Bhawalkar Zhe Feng Di Wang Di Wang Haifeng Xu 67 4 0 07 Jun 2024
Decongestion by Representation: Learning to Improve Economic Welfare in Marketplaces Omer Nahum Gali Noti David C. Parkes Nir Rosenfeld 24 2 0 18 Jun 2023
Performative Recommendation: Diversifying Content via Strategic Incentives Itay Eilat Nir Rosenfeld 46 7 0 08 Feb 2023
Learning with Exposure Constraints in Recommendation Systems Omer Ben-Porat Rotem Torkan 26 12 0 02 Feb 2023
pyRDDLGym: From RDDL to Gym Environments Ayal Taitler Michael Gimelfarb Jihwan Jeong Sriram Gopalakrishnan Martin Mladenov Xiaotian Liu Scott Sanner 16 8 0 11 Nov 2022
Addressing the Long-term Impact of ML Decisions via Policy Regret David Lindner Hoda Heidari Andreas Krause OffRL 23 6 0 02 Jun 2021
Bandit based centralized matching in two-sided markets for peer to peer lending Soumajyoti Sarkar 11 0 0 06 May 2021
RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems Martin Mladenov Chih-Wei Hsu Vihan Jain Eugene Ie Christopher Colby Nicolas Mayoraz H. Pham Dustin Tran Ivan Vendrov Craig Boutilier BDL 15 32 0 14 Mar 2021
How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility A. Chaney Brandon M Stewart Barbara E. Engelhardt CML 169 314 0 30 Oct 2017