Topological Obstructions to Autoencoding

Joshua Batson, C. Grace Haaf, Yonatan Kahn +1

Autoencoders have been proposed as a powerful tool for model-independent anomaly detection in high-energy physics. The operating principle is that events which do not belong to the…