Domain Shift

Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Test
We formalize the problem of feature shift, and introduce a method for fast and simultaneous detection of domain shifts and localizing the shift to specific feature(s).
Sean Kulinski, Saurabh Bagchi, David I. Inouye
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Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Test