Computer Sciences

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 darker skin, there is serious risk the model's predictions will be ...

Computer Sciences

New tool simplifies data sharing, preserves privacy

Meet Company X. Company X makes a popular product that lots of people—millions, in fact—use on a daily basis. One day, Company X decides it would like to improve some of the hardware in its product, which is manufactured ...

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