Short Byte: Labhesh Patel - Diversity, Inclusion and Bias in AI Systems
Most companies are increasingly trying to leverage data science to achieve their business goals, but it's easy to create biased models that disadvantage underrepresented groups. In this episode I get to chat with Labhesh Patel, CTO and Chief Scientist at Jumio. We start by looking at common types of data bias around representation and features that may be highly correlated with protected features (zip codes that are highly correlated with race, for example) and the challenges of supervised l...