Sentence examples for mitigate bias and from inspiring English sources

By using the strategies outlined above, organizations can design trainings that engage employees, motivate them to adopt behaviors that mitigate bias, and empower individual diversity advocates within companies.

The Wellcome Trust has a 21% median gender-pay gap, which it is seeking to close by training staff to help mitigate bias, and introducing fairer ways of recruiting, promoting and retaining women at senior levels.

To mitigate bias and develop a generic approach, we focus our attention on the number of subjects a user accessed.

These may have helped to mitigate bias and ensure greater representativeness in the survey.

However, random selection of participants, an equally distributed age group between 20 69 years, from a pool of 260,000 people may have helped to mitigate bias and ensure greater representativeness in the survey.

The 63 pages of material provided by this group give commentary on 87 references organized by questions such as "what scientific literature establishes the key sources of bias and characterizes the effectiveness of measures to mitigate bias?" and "what scientific literature describes how distinct or similar fingerprints are across: The overall population?

These issues leave the experimenter with several choices to make regarding data analysis: 1) which read counts to include in the analysis and which to discard; 2) which normalization methods will mitigate bias across samples; and 3) the best choice of statistical model to identify differentially expressed genes.

In this way, you will both help to mitigate bias in hiring and be more likely to hire someone who will be successful in the role.

FR: Technical solutions to detect and mitigate bias created by data-driven approaches to AI are important.

Having spoken at length on these issues to the technical community I often hear beliefs that biases wash out at scale or that bias can't possibly impact data that much and a lack of experience or expertise in how to measure and mitigate bias.

Rather, assume everyone has unconscious bias and would welcome awareness and strategies to mitigate bias.