Note · 2025-08-02 11:29

A standard industrial DNN recommendation pipeline:

1. Hash every feature into an ID.
2. Map every ID to a vector with an embedding layer.
3. Concatenate all vectors.
4. Feed them into a DNN.

This pattern appeared early in Google’s Deep Neural Networks for YouTube Recommendations.