Collective Outlier Detection and Enumeration with Conformalized Closed Testing

Chiara G. Magnani, Matteo Sesia, Aldo Solari

This paper develops a flexible distribution-free method for collective outlier detection and enumeration, designed for situations in which the presence of outliers can be detected…