Hamed Hassani

Conformal Prediction Beyond the Seen: A Missing Mass Perspective for Uncertainty Quantification in Generative Models

Conformal Inference under High-Dimensional Covariate Shifts via Likelihood-Ratio Regularization

Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff

Conformal Information Pursuit for Interactively Guiding Large Language Models

On the Mechanisms of Weak-to-Strong Generalization: A Theoretical Perspective