Test HR systems for Bias
Speaker:
Dan Adamson, CEO and Cofounder, Armilla AI
Abstract:
Testing for fairness in AI HR systems: hidden dangers and real-world lessons on how to detect and prevent biasAbstract: HR systems can perpetuate biases and represent a significant risk to organizations and harms to candidates. In this tutorial, we will review how to detect bias issues in HR systems, including resume screening and promotion models with Armilla, a QA for ML tool that is being used for formal assessments, including those under the new New York City bias law. We'll look at hidden biases and common motifs that can cause these systems to fail, as well as suggestions for making these systems more robust.
Watch video Test HR systems for Bias online, duration hours minute second in high quality that is uploaded to the channel Toronto Machine Learning Series (TMLS) 16 August 2023. Share the link to the video on social media so that your subscribers and friends will also watch this video. This video clip has been viewed 12 times and liked it 0 visitors.
