Metric-Fair Classifier Derandomization

Jimmy Wu, Yatong Chen, Yang Liu

We study the problem of classifier derandomization in machine learning: given a stochastic binary classifier $f:X\to [0,1]$, sample a deterministic classifier $\hat{f}: X \to \{0…