Injecting fairness into machine-learning models

If a machine-learning model is trained using an unbalanced dataset, such as one that contains far more images of people with lighter skin than people with

Related Keywords

Toronto ,Ontario ,Canada ,Natalie Dullerud ,Nicolas Papernot ,Marzyeh Ghassemi ,Karsten Roth ,Kimia Hamidieh ,International Conference On Learning Representations ,Artificial Intelligence Laboratory ,Healthy Ml Group Of The Computer Science ,University Of Tubingen ,University Of Toronto Department Electrical Engineering ,Healthy Ml Group ,Computer Science ,Electrical Engineering ,International Conference ,Partial Attribute Decorrelation ,