Bi-Lipschitz Autoencoder With Injectivity Guarantee

Qipeng Zhan, Zhuoping Zhou, Zexuan Wang +2

Autoencoders are widely used for dimensionality reduction, based on the assumption that high-dimensional data lies on low-dimensional manifolds. Regularized autoencoders aim to pre…