20 citations · 42 across the 12 of their papers we have counts for
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math.ST2021★ 2 cited
Localized Conformal Prediction: A Generalized Inference Framework for Conformal Prediction
Leying Guan
We propose a new inference framework called localized conformal prediction. It generalizes the framework of conformal prediction by offering a single-test-sample adaptive construct…
math.ST2019★ 20 cited
Conformal prediction with localization
Leying Guan
We propose a new method called localized conformal prediction, where we can perform conformal inference using only a local region around a new test sample to construct its confiden…