← Authors

Yewon Byun

3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12)

Conferences

AISTATS (1) ICLR (1) UAI (1)

Top co-authors

Bryan Wilder (3) Zachary Lipton (1) Dylan Sam (1) Santiago Cortes-Gomez (1) Kevin Ren (1) Carlos Miguel PatiΓ±o (1) Michael Oberst (1) Steven Wu (1) Eric Horvitz (1)

Keywords

causal inference (1) algorithmic fairness (1) risk estimation (1) observational study (1) unobserved confounding (1) fairness auditing (1) racial inequity (1)

Papers

Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification ICLR 2025
Auditing Fairness under Unobserved Confounding AISTATS 2024
Decision-Focused Evaluation of Worst-Case Distribution Shift UAI 2024