SOMtime the World Ain't Fair: Violating Fairness Using Self-Organizing Maps

This research reveals that Self-Organizing Maps can inadvertently encode demographic biases like age and income even without explicit labels, challenging the...

Level: advanced

By Joseph Bingham, Netanel Arussy, Dvir Aran

Category: discussion