embedding-dimensions
Parent: hyperparameters
Source: google-ml-course
Embedding dimensions
Good starting value: $$D \approx \sqrt[4]{\text{total values}}$$
Higher dimensions
- allow more accurate representation of the relationships between the input data
- can lead to overfitting, slower training