Search Results for author: Shunan Yao

Found 1 papers, 0 papers with code

Asymmetric error control under imperfect supervision: a label-noise-adjusted Neyman-Pearson umbrella algorithm

no code implementations1 Dec 2021 Shunan Yao, Bradley Rava, Xin Tong, Gareth James

It is somewhat surprising that even when common NP classifiers ignore the label noise in the training stage, they are still able to control the type I error with high probability.

Classification Medical Diagnosis +1

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