Sima Noorani

Papers

Illustration for Human–AI Collaborative Uncertainty Quantification
Human–AI Collaborative Uncertainty Quantification
S. Noorani*, S. Kiyani*, G. J. Pappas, H. Hassani
arXiv:2510.23476, 2025. [pdf]
Illustration for CPQ missing-mass paper
Conformal Prediction Beyond the Seen: A Missing Mass Perspective for Uncertainty Quantification in Generative Models
S. Noorani*, S. Kiyani*, G. J. Pappas, H. Hassani
Neural Information Processing Systems (NeurIPS), 2025. Also accepted to the R2-FM Workshop at ICML 2025. [pdf]
Illustration for Conformal Risk Minimization with Variance Reduction
Conformal Risk Minimization with Variance Reduction
S. Noorani, O. Romero, N. Dal Fabbro, H. Hassani, G. J. Pappas
In submission. Also accepted to the R2-FM Workshop at ICML 2025. [pdf]