Shape-Informed Clustering of Multi-Dimensional Functional Data via Deep Functional Autoencoders

Samuel Singh, Shirley Coyle, Mimi Zhang

We introduce FAEclust, a novel functional autoencoder framework for cluster analysis of multi-dimensional functional data, data that are random realizations of vector-valued random…