Shayan Kiyani

Robust Decision-Making with Partially Calibrated Forecasters

Conformal Risk-Averse Decision Making with Action Conditional Guarantees

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

The Relationship Between No-Regret Learning and Online Conformal Prediction