George J. Pappas

Robust Decision-Making with Partially Calibrated Forecasters

Benchmarking Mitigations For Covert Misuse

Conformal Risk-Averse Decision Making with Action Conditional Guarantees

Revisiting Conditional Whitney Forms: From Structure Preservation to Physics Recovery

Human-AI Collaborative Uncertainty Quantification

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

Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents

Uncertainty-Calibrated Prediction of Randomly-Timed Biomarker Trajectories with Conformal Bands

CViT: Continuous Vision Transformer for Operator Learning

Adversarial Reasoning at Jailbreaking Time

Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation

Conformal Training with Reduced Variance