2 papers
cs.LG2026
Priority-Aware Shapley Value
Kiljae Lee, Ziqi Liu, Weijing Tang +1
Shapley values are widely used for model-agnostic data valuation and feature attribution, yet they implicitly assume contributors are interchangeable. This can be problematic when…
stat.ML2025
Leave-One-Out Stable Conformal Prediction
Kiljae Lee, Yuan Zhang
Conformal prediction (CP) is an important tool for distribution-free predictive uncertainty quantification. Yet, a major challenge is to balance computational efficiency and predic…