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Optimizing Long-term Social Welfare in Recommender Systems: A Constrained Matching Approach.
Martin Mladenov
Elliot Creager
Omer Ben-Porat
Kevin Swersky
Richard S. Zemel
Craig Boutilier
Published in:
ICML (2020)
Keyphrases
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social welfare
recommender systems
long term
collaborative filtering
resource allocation
utility function
optimal allocation
pareto optimal
user profiles
combinatorial auctions
mechanism design
cooperative games
bayesian networks
probability distribution