Online Semi-Supervised Learning with Deep Hybrid Boltzmann Machines and Denoising Autoencoders

Alexander G. Ororbia, C. Lee Giles, David Reitter

Two novel deep hybrid architectures, the Deep Hybrid Boltzmann Machine and the Deep Hybrid Denoising Auto-encoder, are proposed for handling semi-supervised learning problems. The…