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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
CoRR
ICML
COPA
NeurIPS
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Publications
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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)