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CreAgent: Towards Long-Term Evaluation of Recommender System under Platform-Creator Information Asymmetry
Ensuring the long-term sustainability of recommender systems (RS) emerges as a crucial
issue. Traditional offline evaluation methods for RS typically focus on immediate user …
issue. Traditional offline evaluation methods for RS typically focus on immediate user …
Machine Learning Should Maximize Welfare, Not (Only) Accuracy
Decades of research in machine learning have given us powerful tools for making accurate
predictions. But when used in social settings and on human inputs, better accuracy does not …
predictions. But when used in social settings and on human inputs, better accuracy does not …