Interpreting Social Respect: A Normative Lens for ML Models

Ben Hutchinson, KJ Pittl, Margaret Mitchell

Machine learning is often viewed as an inherently value-neutral process: statistical tendencies in the training inputs are "simply" used to generalize to new examples. However when…