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2024 ICML ICML 2024

Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Drew Prinster, Samuel Don Stanton, Anqi Liu, Suchi Saria

Topics

Artificial Intelligence > Core AI > Agent Systems Machine Learning > Optimization & Theory > Learning Theory Machine Learning > Application Areas > Domain Adaptation

Keywords

active learning conformal prediction black-box optimization data distribution validity guarantee sequential shifts
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