Towards Explaining Anomalies: A Deep Taylor Decomposition of One-Class Models

Jacob Kauffmann, Klaus-Robert Müller, Grégoire Montavon

A common machine learning task is to discriminate between normal and anomalous data points. In practice, it is not always sufficient to reach high accuracy at this task, one also w…