Recommendation or Discrimination?: Quantifying Distribution Parity in Information Retrieval Systems

Rinat Khaziev, Bryce Casavant, Pearce Washabaugh +2

Information retrieval (IR) systems often leverage query data to suggest relevant items to users. This introduces the possibility of unfairness if the query (i.e., input) and the re…