Jul 27, 2023 · In recommendation settings, there is an apparent trade-off between the goals of accuracy (to recommend items a user is most likely to want) and diversity.

May 13, 2024 · We study the accuracy-diversity trade-off by bringing in a third concept: user utility. We argue that accuracy is misaligned with user utility.

May 22, 2024 · This paper explores the balance between accuracy and diversity in recommender systems, emphasizing the importance of user utility. It argues ...

May 21, 2023 · In recommendation settings, there is an apparent trade-off between the goals of accuracy (to recom- mend items a user is most likely to want) ...

When making recommendations, there is an apparent trade-off between the goals of accuracy (to recommend items a user is most likely to want) and diversity ...

May 17, 2024 · When making recommendations, there is an apparent trade-off between the goals of accuracy (to recommend items a user is most likely to want) and ...

Without accounting for consumption constraints, optimal recommendations in our model are homogeneous. This suggests that the trade-off between accuracy and ...

In recommendation settings, there is an apparent trade-off between the goals of accuracy (to recommend items a user is most likely to want) and diversity (to ...

Jul 23, 2024 · Kenny Peng, Cornell Tech, New York, NY, USA.

Mar 18, 2024 · "Reconciling the Accuracy-Diversity Trade-off in Recommendations Kenneth L Peng, Manish Raghavan, Emma Pierson, Jon Kleinberg, Nikhil Garg"