Industry Insights from Comparing Deep Learning and GBDT Models for E-Commerce Learning-to-Rank

Yunus Lutz, Timo Wilm, Philipp Duwe

In e-commerce recommender and search systems, tree-based models, such as LambdaMART, have set a strong baseline for Learning-to-Rank (LTR) tasks. Despite their effectiveness and wi…