2026
Statistical Guarantees in the Search for Less Discriminatory Algorithms
ICLR 2026poster
Recent scholarship has argued that firms building data-driven decision systems in high-stakes domains like employment, credit, and housing should search for “less discriminatory algorithms” (LDAs) (Black et al., 2023). That is, for a given decision problem, firms considering deploying a model should…