Search Results for author: Zhongyuan Liang

Found 1 papers, 1 papers with code

A Learning Based Hypothesis Test for Harmful Covariate Shift

2 code implementations6 Dec 2022 Tom Ginsberg, Zhongyuan Liang, Rahul G. Krishnan

The ability to quickly and accurately identify covariate shift at test time is a critical and often overlooked component of safe machine learning systems deployed in high-risk domains.

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