George J. Pappas

3 papers University of Pennsylvania

• Conformal Inference under High-Dimensional Covariate Shifts via Likelihood-Ratio Regularization
• Conformal Prediction Beyond the Seen: A Missing Mass Perspective for Uncertainty Quantification in Generative Models
• Uncertainty-Calibrated Prediction of Randomly-Timed Biomarker Trajectories with Conformal Bands