Deep equilibrium models as estimators for continuous latent variables

Russell Tsuchida, Cheng Soon Ong

Abstract: Principal Component Analysis (PCA) and its exponential family extensions have three components: observations, latents and parameters of a linear transformation. We consider a generalised setting wh...