Symmetry-Aware Autoencoders: s-PCA and s-nlPCA

Simon Kneer, Taraneh Sayadi, Denis Sipp +2

Nonlinear principal component analysis (NLPCA) via autoencoders has attracted attention in the dynamical systems community due to its larger compression rate when compared to linea…