Autoencoders, Unsupervised Learning, and Deep Architectures

Pierre Baldi

Abstract: Autoencoders play a fundamental role in unsupervised learning and in deep architectures for transfer learning and other tasks. In spite of their fundamental role, only linear autoencoders over the ...