Multi-Attribute Group Fairness in $k$-NN Queries on Vector Databases

Thinh On, Senjuti Basu Roy, Baruch Schieber

We initiate the study of multi-attribute group fairness in $k$-nearest neighbor ($k$-NN) search over vector databases. Unlike prior work that optimizes efficiency or query filterin…