Data-Efficient Scaling-Law Discovery for Recommendation Systems via Coupled Hyperparameter Scaling

John Martabano Landy, Louis C. Tiao, Yao Xuan +10

Large-scale ranking and recommendation models of Web platforms benefit from increased compute much as large language models do, and their scaling behavior is broadly power-law in f…