AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks

时间 2020-12-24

标签 Recommendation System 繁體版

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时间：2019.08 作者：Weiping Song, Chence Shi, Zhiping Xiao, Zhijian Duan, Yewen Xu, Ming Zhang, Jian Tang Abstract 使用Multi-head self attention来进行自动特征交叉学习 Model Architecture Embedding Layer categorical f

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1. Learning to Compare Image Patches via Convolutional Neural Networks
2. 论文阅读：（AFM）Learning the Weight of Feature Interactions via Attention Networks
3. Neural Networks: Learning: Random initialization
4. Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks
5. [解读] Unsupervised Feature Learning via Non-Parametric Instance Discrimination
6. Neural Networks and Deep Learning -- Class 4: Deep Neural Networks
7. Neural Networks and Deep Learning -- Class 3: Shallow neural networks
8. Joint Event Extraction via Recurrent Neural Networks
9. 论文学习：Learning to Compare Image Patches via Convolutional Neural Networks
10. Neural Networks and Deep Learning

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