There are research efforts to complement an autoencoder with an advanced type of autoencoder called a variational autoencoder (VAE). VAEs tend to underfit so the idea is to combine a basic autoencoder ...
Dr. James McCaffrey of Microsoft Research tackles the process of examining a set of source data to find data items that are different in some way from the majority of the source items. Data anomaly ...