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← Authors

Yewon Byun

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

Achievements

Jump to papers ↓
๐ŸŒ‰ Interdisciplinary Bridge ๐Ÿงญ Keyword Pioneer ๐ŸŒ Conference Polyglot (3) ๐Ÿ 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 Patiรฑo (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