Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic Gates

Oren Barkan, Roy Hirsch, Ori Katz +3

A major challenge in collaborative filtering methods is how to produce recommendations for cold items (items with no ratings), or integrate cold item into an existing catalog. Over…