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One of the most cited industrial deep learning papers, explaining how YouTube uses deep learning to process billions of videos and user interactions. 3. Deep Learning-Based Recommendation: A Survey Authors: Various (e.g., Zhang et al.)

Provides a comprehensive taxonomy of deep learning models used in recommendation, such as CNNs, RNNs, and Restricted Boltzmann Machines (RBMs). 117371782_294128495019917_5947729689354735659_n...

Serves as a foundational reference for researchers to understand how different neural architectures address collaborative filtering and content-based tasks . 4. Personalized Research Paper Recommendation Deep Neural Networks for YouTube Recommendations One of the most cited industrial deep learning

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) Serves as a foundational reference for researchers to

The most prominent "deep papers" in the recommendation domain include: 1. Authors: Cheng et al. (Google)