debiased

Debiased describes something from which bias has been removed or reduced.

The term appears most often in technical contexts—machine learning models, statistical methods, or research designs that have been adjusted to correct for systematic distortions: The debiased algorithm showed more equitable outcomes across demographic groups.

In everyday use, it can describe any attempt to make something fairer or more neutral.