Drew Prinster

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Data Distribution

Conformal Prediction

Covariate Shift

Skyline Queries

Top Venues

Publications

Drew Prinster, Samuel Stanton, Anqi Liu, Suchi Saria
Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them). CoRR (2024)
Drew Prinster, Suchi Saria, Anqi Liu
JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift. ICML (2023)
Drew Prinster, Suchi Saria, Anqi Liu
Efficient Approximate Predictive Inference Under Feedback Covariate Shift with Influence Functions. COPA (2023)
Drew Prinster, Anqi Liu, Suchi Saria
JAWS: Auditing Predictive Uncertainty Under Covariate Shift. NeurIPS (2022)
Drew Prinster, Anqi Liu, Suchi Saria
JAWS: Predictive Inference Under Covariate Shift. CoRR (2022)