Davide Morelli

conDENSE: Conditional Density Estimation for Time Series Anomaly Detection

2024 · Journal of Artificial Intelligence Research

In recent years deep learning methods, based on reconstruction errors, have facilitated huge improvements in unsupervised anomaly detection. These methods make the limiting assumption that the greater the distance between an observation and a prediction …