Before running the codes, create the following folders if they do not exist
mkdir img
mkdir result
Experiment on the cubic regularized bilinear min-max problem of the form
Reproduce our results via
python -u Synthetic.py --n 10 --training_time 10.0
python -u Synthetic.py --n 100 --training_time 50.0
python -u Synthetic.py --n 100 --training_time 80.0
You are also encouraged to vary the hyper-parameters to see their performance.
The objective is given by
Create a new folder
mkdir Data
Download the dataset from the links: adult , lawschool, and put them in the created folder.
Reproduce our results via
python -u Fairness.py --rho 10.0 --dataset heart --training_time 10.0
python -u Fairness.py --rho 10.0 --dataset adult --training_time 500.0
python -u Fairness.py --rho 10.0 --dataset lawschool --training_time 5000.0
When the program is completed, the results will be stored in the folder ./result.