Ctr预估中的深度学习方法

Posted by Shaoguang Blog on December 5, 2018
  1. FwFM, Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising
  2. WDL,
  3. NFM, Neural Factorization Machines for Sparse Predictive Analytics∗
  4. AFM, Attentional factorization machines: Learning the weight of feature interactions via attention networks
  5. DCN
  6. PNN, Product-based Neural Networks
  7. DeepFM
  8. DeepMLR (使用softmax分片,每一个piece里面使用一个WDL)
  9. XDeepFM
  10. DIN
  11. DIEN

reference: https://blog.csdn.net/dengxing1234/article/details/79916532