20 citations · 42 across the 12 of their papers we have counts for
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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…
stat.ME2019★ 5 cited
Prediction and outlier detection in classification problems
Leying Guan, Rob Tibshirani
We consider the multi-class classification problem when the training data and the out-of-sample test data may have different distributions and propose a method called BCOPS (balanc…