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.

True random number generators (TRNGs) harness the inherent unpredictability of physical processes to produce random numbers crucial for cryptographic applications, secure communications, and various ...