Auditing Fairness under Unobserved Confounding. - Yewon Byun; Dylan Sam; Michael Oberst; Zachary C. Lipton; Bryan Wilder (AISTATS, 2024)

Bayesian Neural Networks with Domain Knowledge Priors. - Dylan Sam; Rattana Pukdee; Daniel P. Jeong; Yewon Byun; J. Zico Kolter (CoRR, 2024)

Decision-Focused Evaluation of Worst-Case Distribution Shift. - Kevin Ren; Yewon Byun; Bryan Wilder (CoRR, 2024)