Choosing the Right Weights: Balancing Value, Strategy, and Noise in Recommender Systems

27 May 2023

Papers citing "Choosing the Right Weights: Balancing Value, Strategy, and Noise in Recommender Systems"

6 / 6 papers shown

Title
MultiScale Contextual Bandits for Long Term Objectives Richa Rastogi Yuta Saito Thorsten Joachims OffRL 53 0 0 22 Mar 2025
Producers Equilibria and Dynamics in Engagement-Driven Recommender Systems Krishna Acharya Varun Vangala Jingyan Wang Juba Ziani 108 3 0 21 Feb 2025
System-2 Recommenders: Disentangling Utility and Engagement in Recommendation Systems via Temporal Point-Processes Arpit Agarwal Nicolas Usunier A. Lazaric Maximilian Nickel 47 3 0 29 May 2024
The Fault in Our Recommendations: On the Perils of Optimizing the Measurable Omar Besbes Yash Kanoria Akshit Kumar 23 0 0 07 May 2024
Multi-Objective Recommendation via Multivariate Policy Learning Olivier Jeunen Jatin Mandav Ivan Potapov Nakul Agarwal Sourabh Vaid Wenzhe Shi Aleksei Ustimenko OffRL 21 3 0 03 May 2024
Clickbait vs. Quality: How Engagement-Based Optimization Shapes the Content Landscape in Online Platforms Nicole Immorlica Meena Jagadeesan Brendan Lucier OffRL 32 11 0 18 Jan 2024