Exploring How Fair Model Representations Relate to Fair Recommendations

Bjørnar Vassøy, Benjamin Kille, Helge Langseth

One of the many fairness definitions pursued in recent recommender system research targets mitigating demographic information encoded in model representations. Models optimized for…