Training Autoencoders Using Stochastic Hessian-Free Optimization with LSMR

Ibrahim Emirahmetoglu, David E. Stewart

Hessian-free (HF) optimization has been shown to effectively train deep autoencoders (Martens, 2010). In this paper, we aim to accelerate HF training of autoencoders by reducing th…