Group starting in September 2020
Fairness in machine learning
Building socially beneficial, robust and theoretically substantiated machine learning systems
Niki Kilbertus' group mission is to teach AI to behave fairly in tough decisions: whether it is who gets a loan, gets invited for a job interview, or even who gets paroled. This Helmholtz AI young investigator group focuses on interdisciplinary research between machine learning, ethics, and public policy. Overall, their work aims to develop innovative solutions for upcoming challenges such as discrimination, loss of privacy and increasing inequality.