Deep Learning Recommendation Model for Personalization and Recommendation Systems

31 May 2019Maxim NaumovDheevatsa MudigereHao-Jun Michael ShiJianyu HuangNarayanan SundaramanJongsoo ParkXiaodong WangUdit GuptaCarole-Jean WuAlisson G. AzzoliniDmytro DzhulgakovAndrey MallevichIlia CherniavskiiYinghai LuRaghuraman KrishnamoorthiAnsha YuVolodymyr KondratenkoStephanie PereiraXianjie ChenWenlin ChenVijay RaoBill JiaLiang XiongMisha Smelyanskiy

With the advent of deep learning, neural network-based recommendation models have emerged as an important tool for tackling personalization and recommendation tasks. These networks differ significantly from other deep learning networks due to their need to handle categorical features and are not well studied or understood... (read more)

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