2 papers
cs.DB2026
Multi-Attribute Group Fairness in -NN Queries on Vector Databases
Thinh On, Senjuti Basu Roy, Baruch Schieber
We initiate the study of multi-attribute group fairness in -nearest neighbor (-NN) search over vector databases. Unlike prior work that optimizes efficiency or query filterin…
cs.LG2024
MISFEAT: Feature Selection for Subgroups with Systematic Missing Data
Bar Genossar, Thinh On, Md. Mouinul Islam +3
We investigate the problem of selecting features for datasets that can be naturally partitioned into subgroups (e.g., according to socio-demographic groups and age), each with its…