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Deep Neural Networks for YouTube Recommendation
Monday Apr 22 2019 22:30 GMT
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Deep Neural Networks for YouTube Recommendation
Why This Is Interesting

YouTube represents one of the largest scale and most sophisticated industrial recommendation systems in existence. In this paper, we describe the system at a high level and focus on the dramatic performance improvements brought by deep learning. The paper is split according to the classic two-stage information retrieval dichotomy: first, we detail a deep candidate generation model and then describe a separate deep ranking model. We also provide practical lessons and insights derived from designing, iterating and maintaining a massive recommendation system with enormous user-facing impact.

Time of Recording: Monday Apr 22 2019 22:30 GMT