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Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
10 May 2024
Drew Prinster
Samuel Stanton
Anqi Liu
S. Saria
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Papers citing
"Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)"
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Title
WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales
Drew Prinster
Xing Han
Anqi Liu
S. Saria
28
0
0
07 May 2025
Bayesian Optimization with Conformal Prediction Sets
Samuel Stanton
Wesley J. Maddox
A. Wilson
25
24
0
22 Oct 2022
Achieving Risk Control in Online Learning Settings
Shai Feldman
Liran Ringel
Stephen Bates
Yaniv Romano
58
28
0
18 May 2022
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