I’ve had the privilege of working with Prof. Zachary Lipton (CMU) and Prof. Sarah M. Brown (URI). Generally curious about this mostly-broken thing we call machine learning.
Jessica Dai, Sina Fazelpour, Zachary Lipton. Fair Machine Learning Under Partial Compliance. In Workshop on Consequential Decisions in Dynamic Environments at NeurIPS 2020 (contributed talk); in Workshop on Machine Learning for Economic Policy at NeurIPS 2020; in Women in Machine Learning Workshop at NeurIPS 2020 (contributed talk). PDF Video
Jessica Dai and Sarah M. Brown. Label Bias, Label Shift: Fair Machine Learning with Unreliable Labels. In Workshop on Consequential Decisions in Dynamic Environments at NeurIPS 2020; in Women in Machine Learning Workshop at NeurIPS 2020. PDF