Prinster, Drew

4 publications

ICML 2025 WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales Drew Prinster, Xing Han, Anqi Liu, Suchi Saria

ICML 2024 Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them) Drew Prinster, Samuel Don Stanton, Anqi Liu, Suchi Saria

ICML 2023 JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift Drew Prinster, Suchi Saria, Anqi Liu

NeurIPS 2022 JAWS: Auditing Predictive Uncertainty Under Covariate Shift Drew Prinster, Anqi Liu, Suchi Saria