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Hierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusters.
Yuzhen Huang
Xiaohan Wei
Xing Wang
Jiyan Yang
Bor-Yiing Su
Shivam Bharuka
Dhruv Choudhary
Zewei Jiang
Hai Zheng
Jack Langman
Published in:
KDD (2021)
Keyphrases
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hierarchical clustering
training set
prior knowledge
probabilistic model
deep architectures
hierarchical structure
statistical models
training process
structured prediction
deep belief networks
real time
complex systems
user preferences
supervised learning
training phase
structural model
hierarchical models