Tight Rates in Supervised Outlier Transfer Learning

Mohammadreza M. Kalan, Samory Kpotufe

A critical barrier to learning an accurate decision rule for outlier detection is the scarcity of outlier data. As such, practitioners often turn to the use of similar but imperfec…