Rapid Feature Learning with Stacked Linear Denoisers

Zhixiang Eddie Xu, Kilian Q. Weinberger, Fei Sha

We investigate unsupervised pre-training of deep architectures as feature generators for "shallow" classifiers. Stacked Denoising Autoencoders (SdA), when used as feature pre-proce…