Real-Time Features for Recommendation Ranking: Beyond Collaborative Filtering

Collaborative filtering is one of the most durable ideas in machine learning. User-item interaction matrices, matrix factorization, two-tower models built on implicit feedback -- these approaches work because they encode stable long-term preferences....