Autoencoders are trained using a local unsupervised criterion (Vincent et al., 2010;Hinton and Salakhutdinov, 2006;Vincent et al., 2008).
cSAE-LGc performs significantly better than the baselines, including the semi-supervised approach in Rothe and Schütze (2015).