DeepFM-based Algorithm

A DeepFM-based Algorithm is a deep learning algorithm that ...

• See: Wide and Deep Algorithm.

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References

2017

• (Guo et al., 2017) ⇒ Huifeng Guo, Ruiming Tang, Yunming Ye, Zhenguo Li, and Xiuqiang He. (2017). “DeepFM: A Factorization-machine based Neural Network for CTR Prediction.” In: Proceedings of the 26th International Joint Conference on Artificial Intelligence. ISBN:978-0-9992411-0-3
  • QUOTE: ... The proposed model, DeepFM, combines the power of factorization machines for recommendation and deep learning for feature learning in a new neural network architecture. Compared to the latest Wide & Deep model from Google, DeepFM has a shared input to its "wide" and "deep" parts, with no need of feature engineering besides raw features. …

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