Additional approaches for mitigating biases in molecular data sets include increasing taxon sampling and better modeling of nucleotide evolution.
Creating a system that allows for multiple-expert review, independent of any inventor, provider, purchaser or fiscal intermediary would help to mitigate bias.
Lampkin also acknowledges that a blind audition won't necessarily secure a job offer; bypassing the résumé screen can only mitigate bias at the beginning of the hiring process.
I try to come up with all kinds of practical steps to mitigate bias at the end of the talk.
The goal is to mitigate bias by checking for any statistical evidence of it before the decision becomes final.
Additionally, Uber overhauled its recruiting and hiring process, and trained engineering interviewers on how to mitigate bias.
To mitigate bias and develop a generic approach, we focus our attention on the number of subjects a user accessed.
There is certainly not one comprehensive strategy to mitigate bias in empirical data but the present study suggests that researchers can at least actively address it.
I recently went to an event where they showcased a group of early-stage ventures leveraging technology to mitigate bias at scale by reinventing part of the HR/People Ops/People Analytics process.
