Practical Linear Models for Large-Scale One-Class Collaborative Filtering
IJCAI, pp. 3854-3860, 2016.
Collaborative filtering has emerged as the de facto approach to personalized recommendation problems. However, a scenario that has proven difficult in practice is the one-class collaborative filtering case (OC-CF), where one has examples of items that a user prefers, but no examples of items they do not prefer. In such cases, it is desira...More
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