To run spurious feature selection/regularization...

Run
```
bash celeba_foci_gen.sh 
```
to generate the FOCI selections for different attributes in the CELEBA dataset

Run
```
bash par_types1.sh
```
to run selected spurious feature regularization based training

Note: Above scripts can be adjusted to used different noise levels. We had used the data available from Kaggle for our experiments.
