Search Results for author: Yewon Byun

Found 2 papers, 1 papers with code

Auditing Fairness under Unobserved Confounding

1 code implementation18 Mar 2024 Yewon Byun, Dylan Sam, Michael Oberst, Zachary C. Lipton, Bryan Wilder

The presence of inequity is a fundamental problem in the outcomes of decision-making systems, especially when human lives are at stake.

Decision Making Fairness

Bayesian Neural Networks with Domain Knowledge Priors

no code implementations20 Feb 2024 Dylan Sam, Rattana Pukdee, Daniel P. Jeong, Yewon Byun, J. Zico Kolter

Bayesian neural networks (BNNs) have recently gained popularity due to their ability to quantify model uncertainty.

Fairness Variational Inference

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