Detecting Unusual Input-Output Associations in Multivariate Conditional Data

Charmgil Hong, Milos Hauskrecht

Despite tremendous progress in outlier detection research in recent years, the majority of existing methods are designed only to detect unconditional outliers that correspond to un…