Interpretable Anomaly Detection with Mondrian P{ó}lya Forests on Data Streams

Charlie Dickens, Eric Meissner, Pablo G. Moreno +1

Anomaly detection at scale is an extremely challenging problem of great practicality. When data is large and high-dimensional, it can be difficult to detect which observations do n…