Randomization Techniques (60 minutes): In this workshop, the rationale behind randomized experiments will be explained. Descriptions of commonly utilized randomization algorithms will be presented, ...

Researchers argue that, in some situations where machine-learning models are used to allocate scarce resources or opportunities, randomizing decisions in a structured way may lead to fairer outcomes.