A comparison of classical and variational autoencoders for anomaly detection

Patuzzo, Fabrizio (2020) A comparison of classical and variational autoencoders for anomaly detection. Technical Report arxiv , Manno.

[img] Text
autoencoders.pdf

Download (358kB)

Abstract

This paper analyzes and compares a classical and a variational autoencoder in the context of anomaly detection. To better understand their architecture and functioning, describe their properties and compare their performance, it explores how they address a simple problem: reconstructing a line with a slope.

Actions (login required)

View Item View Item