3 papers
cs.LG2024
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…
cs.GT2024
General Performance Evaluation for Competitive Resource Allocation Games via Unseen Payoff Estimation
N'yoma Diamond, Fabricio Murai
Many high-stakes decision-making problems, such as those found within cybersecurity and economics, can be modeled as competitive resource allocation games. In these games, multiple…
cs.SI2023
Towards Detecting Cascades of Biased Medical Claims on Twitter
Libby Tiderman, Juan Sanchez Mercedes, Fiona Romanoschi +1
Social media may disseminate medical claims that highlight misleading correlations between social identifiers and diseases due to not accounting for structural determinants of heal…