Partially Linear Autoencoders for Manifold Learning and Dimensionality Reduction

Louen Pottier, Louis Lesueur, Anders Thorin

Autoencoders are widely used for nonlinear dimensionality reduction and manifold learning. While most common implementations rely on both nonlinear encoders and decoders, we invest…