Change Point Detection in Time Series Data using Autoencoders with a Time-Invariant Representation

Tim De Ryck, Maarten De Vos, Alexander Bertrand

Change point detection (CPD) aims to locate abrupt property changes in time series data. Recent CPD methods demonstrated the potential of using deep learning techniques, but often…