6:18 Protected Attributes and 'Fairness through Unawareness,' Exploring Fairness in Machine Learning MIT OpenCourseWare
5:31 Pulmonary Health Case Study: Bias Exploration, Exploring Fairness in Machine Learning MIT OpenCourseWare
13:03 Case Study: Identifying and Mitigating Unintended Demographic Bias in Machine Learning for NLP MIT OpenCourseWare
