Combines the benefits of memorization (wide linear models) and generalization (deep neural networks).
Productionized on the Google Play Store, this architecture allows systems to remember specific feature combinations while still predicting interests for unseen items. 2. Deep Neural Networks for YouTube Recommendations Authors: Covington et al. (Google) 117371782_294128495019917_5947729689354735659_n...
Describes a two-stage system consisting of Candidate Generation and Ranking . Combines the benefits of memorization (wide linear models)
The most prominent "deep papers" in the recommendation domain include: 1. Authors: Cheng et al. (Google) 117371782_294128495019917_5947729689354735659_n...