301 citations · 578 across the 12 of their papers we have counts for
Showing 2017 · stat.MLShow all
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stat.ML2017★ 38 cited
Deep Interest Network for Click-Through Rate Prediction
Guorui Zhou, Chengru Song, Xiaoqiang Zhu +7
Click-through rate prediction is an essential task in industrial applications, such as online advertising. Recently deep learning based models have been proposed, which follow a si…
stat.ML2017★ 63 cited
Learning Piece-wise Linear Models from Large Scale Data for Ad Click Prediction
Kun Gai, Xiaoqiang Zhu, Han Li +2
CTR prediction in real-world business is a difficult machine learning problem with large scale nonlinear sparse data. In this paper, we introduce an industrial strength solution wi…