Representation learning with statistical independence to mitigate bias

Qingyu Zhao*, Ehsan Adeli*, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Juan Carlos Niebles, Kilian M. Pohl

https://arxiv.org/abs/1910.03676

-Toy example BR_net_CF_net.ipynb

-GS Dataset 5cv_cfnet_GS_gender_prediction.py crop_img_GS_dataset.ipynb

-HIV Dataset 5cv_cfnet_MRI_HIV_prediction.py