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Zha, Hongyuan
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Sequential recommendation with user memory networks
Chen X., Xu H., Zhang Y., Tang J., Cao Y., Qin Z., Zha H. WSDM 2018 (Proceedings of the 11th ACM International Conference on Web Search and Data Mining, Marina Del Rey, CA, Feb 5-9, 2018) 108-116, 2018. Type: Proceedings
Chen et al. demonstrate a new algorithm that makes recommendation systems more efficient and effective, especially for systems that keep track of user behaviors such as those found on shopping websites. The proposed algorithm makes goo...
...
Mar 25 2020
Low-rank decomposition meets kernel learning
Lan L., Zhang K., Ge H., Cheng W., Liu J., Rauber A., Li X., Wang J., Zha H. Artificial Intelligence 250 1-15, 2017. Type: Article
This paper describes how low-rank kernel learning can be modified to make use of side information such as class labels on some of the data. In low-rank kernel learning, the kernel can be approximated using the Nystrom method in which a...
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Jan 17 2018
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