"Recommendation"의 두 판 사이의 차이

2018년 2월 26일 (월) 22:43 판

R. Salakhutdinov, A. Mnih, and G. E. Hinton. Restricted boltzmann machines for collaborative filtering. 2007
Y. Hu, Y. Koren, and C. Volinsky. Collaborative filtering for implicit feedback datasets. 2008 (Cited by 1000+)
Wang, Chong, and David M. Blei. Collaborative Topic Modeling for Recommending Scientific Articles. ‎2011 (‎Cited by 600+)
Wang, Hao, Naiyan Wang, and Dit-Yan Yeung. Collaborative Deep Learning for Recommender Systems. 2015 (Cited by 120+) and my practice
Oleksii Kuchaiev, Boris Ginsburg. Training Deep AutoEncoders for Collaborative Filtering arXiv:1708.01715v2 ^[1]
Ruoxi Wang, Bin Fu, Gang Fu, Mingliang Wang. Deep & Cross Network for Ad Click Predictions arXiv:1708.05123
Rendle, Steffen. "Factorization machines." Data Mining (ICDM), 2010 IEEE 10th International Conference on. IEEE, 2010.
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Structured Deep Factorization Machine : Towards General-Purpose Architectures
Product-based neural networks for user response prediction
Qu, Yanru, et al. "Product-based neural networks for user response prediction." Data Mining (ICDM), 2016 IEEE 16th International Conference on. IEEE, 2016.

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 * Rendle, Steffen. "[[Factorization machines]]." Data Mining (ICDM), 2010 IEEE 10th International Conference on. IEEE, 2010.
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-* Zeldes, Yoel, et al. "[[Deep density networks and uncertainty in recommender systems]]." arXiv preprint arXiv:1711.02487 (2017).
 * [[Structured Deep Factorization Machine : Towards General-Purpose Architectures]]
 * [[Product-based neural networks for user response prediction]] <br>Qu, Yanru, et al. "Product-based neural networks for user response prediction." Data Mining (ICDM), 2016 IEEE 16th International Conference on. IEEE, 2016.