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.

Conference papers

• Jessica Dai, Sina Fazelpour, Zachary Lipton. Fair Machine Learning Under Partial Compliance. In AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES) 2021 (oral presentation). Previously 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

Workshop papers

• 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