Machine learning and data science are transforming decision-making in safety-critical domains such as aerospace, automotive, health care, and industry manufacturing. Though these technological advances have many advantages, they do present issues with transparency and reliability. This is where human-centered machine learning plays a crucial role.
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Kristian Lum: A Statistician Inspired by Human Rights
Building on an interest in mathematics while in high school, Kristian Lum went into college set on a math degree. However, what she expected was a connection between the problems and reality—something she didn’t find in higher mathematics. It wasn’t until she took a course in statistics that she really discovered her passion, because she could use quantitative skills to tackle real-world problems.