Sparse Coding and Autoencoders

Akshay Rangamani, Anirbit Mukherjee, Amitabh Basu +4

In "Dictionary Learning" one tries to recover incoherent matrices $A^{\ast }\in {\mathbb{R}}^{n\times h}$ (typically overcomplete and whose columns are assumed to be normalized) and spar…