Beyond the Known: Adversarial Autoencoders in Novelty Detection

Muhammad Asad, Ihsan Ullah, Ganesh Sistu +1

In novelty detection, the goal is to decide if a new data point should be categorized as an inlier or an outlier, given a training dataset that primarily captures the inlier distri…