Where to Explore: A Reach and Cost-Aware Approach for Unbiased Data Collection in Recommender Systems

Qiang Chen, Venkatesh Ganapati Hegde

Exploration is essential to improve long-term recommendation quality, but it often degrades short-term business performance, especially in remote-first TV environments where users…