Hidden or Inferred: Fair Learning-To-Rank with Unknown Demographics

Oluseun Olulana, Kathleen Cachel, Fabricio Murai +1

As learning-to-rank models are increasingly deployed for decision-making in areas with profound life implications, the FairML community has been developing fair learning-to-rank (L…