Graph Regularized Autoencoder and its Application in Unsupervised Anomaly Detection

Imtiaz Ahmed, Travis Galoppo, Xia Hu +1

Dimensionality reduction is a crucial first step for many unsupervised learning tasks including anomaly detection and clustering. Autoencoder is a popular mechanism to accomplish d…