Sliding Window Training -- Utilizing Historical Recommender Systems Data for Foundation Models

Swanand Joshi, Yesu Feng, Ko-Jen Hsiao +2

Long-lived recommender systems (RecSys) often encounter lengthy user-item interaction histories that span many years. To effectively learn long term user preferences, Large RecSys…