Hamed Hassani

5 papers University of Pennsylvania

• Conformal Inference under High-Dimensional Covariate Shifts via Likelihood-Ratio Regularization
• Conformal Information Pursuit for Interactively Guiding Large Language Models
• Conformal Prediction Beyond the Seen: A Missing Mass Perspective for Uncertainty Quantification in Generative Models
• On the Mechanisms of Weak-to-Strong Generalization: A Theoretical Perspective
• Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff