FORTE: A Production Framework for Feature Evaluation and Deprecation in Industrial Recommender Systems.

arXiv:2610.13806v1 Announce Type: cross Abstract: Production recommender systems have feature-lifecycle asymmetry: adding new features must produce gains on some metric, while feature removal must not regress any metric. In practice, feature deprecation is har