Christian Thomas Eberle

I Prefer Not to Say: Protecting User Consent in Models with Optional Personal Data

We examine machine learning models in a setup where individuals have the choice to share optional personal information with a decision-making system, as seen in modern insurance pricing models. Some users consent to their data being used whereas others object and keep their data undisclosed. In this…